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Emanuela Piciucco, Viviana Masia, Emanuele Maiorana, Patrizio Campisi, Edoardo Lombardi Vallauri (2021), "Information Structure effects on the Processing of Nouns and Verbs: Evidence from Event-Related Brain Potentials," Language and Cognition, in press, 2021.
Abstract: Electroencephalographic (EEG) signals can reveal the cost required to deal with information structure mismatches in speech or in text contexts. The present study investigates the costs related to the processing of different associations between the syntactic categories of Noun and Verb and the information categories of Topic and Focus. It is hypothesized that - due to the very nature (respectively, predicative and non-predicative) of verbal and nominal reference - sentences with Topics realized by verbs, and Focuses realized by nouns, should impose greater processing demands, compared to the decoding of nominal Topics and verbal Focuses. Data from event-related potential (ERP) measurements revealed an N400 effect in response to both Nouns encoded as Focus and Verbs packaged as Topic, confirming that the cost associated with information structure processing follows discourse-driven expectations also with respect to the word-class level.
BibTeX:
                                        @article{piciucco2021_LCO,
                                          author = {E. Piciucco and V. Masia and E. Maiorana and P. Campisi and E. {Lombardi Vallauri}},
                                          title = {Information Structure effects on the Processing of Nouns and Verbs: Evidence from Event-Related Brain Potentials},
                                          journal = {Language and Cognition},
                                          year = {2021},
                                        }
										
										
Christof Kauba, Emanuela Piciucco, Emanuele Maiorana, Marta Gomez-Barrero, Bernhard Prommegger, Patrizio Campisi and Andreas Uhl (2022), "Towards Practical Cancelable Biometrics for Finger Vein Recognition," Elsevier Information Sciences, Vol. 585, pp: 395-417, 2022.
Abstract: Biometrics has nowadays become a preferred solution for systems requiring secure authentication. However, the usage of biometric characteristics raises significant concerns regarding personal data protection and privacy. Several template protection schemes have been therefore proposed to conceal the employed identifiers, while still ensuring the ability to efficiently recognise users. In this paper, we propose and analyse three different approaches generating cancelable templates from finger vein features. A thorough analysis of the considered methods is conducted to investigate their impact on the achievable recognition performance, as well as their security in terms of renewability and unlinkability. Furthermore, a specific attack is designed to evaluate the irreversibility of the protection scheme providing the best recognition performance.
BibTeX:
                                        @article{kauba2021_INS,
                                          author = {C. Kauba and E. Piciucco and E. Maiorana and M. {Gomez-Barrero} and
B. Prommegger and P. Campisi and A. Uhl},
                                          title = {Towards Practical Cancelable Biometrics for Finger Vein Recognition},
                                          journal = {Elsevier Expert Systems with Applications},
										  volume = {585},
										  pages = {395-417},
                                          year = {2022},
                                        }
                                        
R.S. Kuzu, E. Maiorana, P. Campisi (2021), "On the intra-subject similarity of hand vein patterns in biometric recognition," Elsevier Expert Systems with Applications, Vol. 192, 2022.
Abstract: In these years, biometric recognition based on hand vein patterns is receiving an always increasing attention from both industry and academia, thanks to the advantages it offers with respect to conventional approaches, such as those relying on fingerprint, iris, or face. Nevertheless, there are still several properties of vein traits that need to be investigated and well understood. In this paper, we here analyze the level of similarity, evaluated in terms of recognition rate of a biometric system, of vein patterns in the fingers, palms, and dorsa of a person's left and right hands. In other words, we analyse whether a subject, enrolled using vein patterns, either finger-vein, palm-vein, dorsal-vein, from one hand, can be recognized using the homologous patterns from the other hand. Our investigation is conducted using deep-learning-based feature extraction approaches, three different vein modalities, and four different databases. The obtained experimental results show that corresponding fingers, palms, and dorsal regions from different hands of the same subject show more resemblance with respect to the traits from the same hand of different persons. Furthermore, our findings point out that similarities among vein patterns in corresponding fingers could be used for recognition purposes, while this still cannot be applied to palm and dorsum vein patterns.
BibTeX:
                                        @article{kuzu2021_ESWA,
                                          author = {R.S. Kuzu and E. Maiorana and P. Campisi},
                                          title = {On the intra-subject similarity of hand vein patterns in biometric recognition},
                                          journal = {Elsevier Expert Systems with Applications},
										  volume = {192},
                                          year = {2022},
                                        }
                                        
E. Maiorana (2021), "Transfer Learning for EEG-based Biometric Verification", In IEEE International Conference on Bioinformatics and Biomedicine (BIBM), International Workshop on Machine Learning for EEG Signal Processing 2021.
Abstract: Biometric characteristics such as fingerprint and face are nowadays employed in several real-world automatic recognition systems. Yet, there is still a notable interest for innovative recognition approaches, possibly involving traits offering properties not available in mainstream solutions. Brain activity is among the novel characteristics recently investigated for biometric recognition, with several studies confirming the existence of subject-specific information within signals acquired through electroencephalography (EEG). Unfortunately, EEG data are typically characterized by a significant intra-class variability, especially when recorded at different times, which makes it hard to design hand-crafted features retaining enough discriminative power to be used in recognition systems. For this reason, deep learning strategies are often employed to extract useful information from the treated data. In this paper, we specifically focus on the exploitation of transfer learning approaches to define reliable biometric templates from EEG traits. Specifically, a time-frequency EEG representation is used as input to networks originally designed for image classification tasks, and here fine-tuned to be employed as feature extractors for biometric recognition purposes. Tests performed in open-set verification scenarios, over a longitudinal database comprising EEG acquisition from 45 subjects spanning a period of more than one year, testify the effectiveness of the proposed approach.
BibTeX:
                                        @inproceedings{maioranaBIBM201,
                                          author = {E. Maiorana},
                                          title = {Transfer Learning for \\ EEG-based Biometric Verification},
                                          booktitle = {IEEE International Conference on Bioinformatics and Biomedicine (BIBM), International Workshop on Machine Learning for EEG Signal Processing},
                                          year = {2021},
                                        }
                                        
T. Eglitis, E. Maiorana, P. Campisi (2021), "Influence of Test Protocols on Biometric Recognition Performance Estimation", In IEEE International Conference of the Biometrics Special Interest Group (BIOSIG) 2021.
Abstract: The performance of a biometric system is commonly evaluated by the obtained recognition rates and comparing the results against the ones reported in the literature on the same database. An aspect that has not received the deserved attention in the literature concerns the influence, on the achieved rates, of the test protocol employed to select the enrol and probe data. We provide a detailed analysis of the impact of the experimental choices on the estimated performance, considering the recom-mendations provided by ISO/IEC 19795 standard. We use the UTFVP finger vein database, reproducing results presented in the literature using multiple protocols. Our experiments highlight the possibility of obtaining equal error rates reduced by half simply by changing the test protocol.
BibTeX:
                                        @inproceedings{eglitis2021-BIOSIG,
                                          author = {T. Eglitis and E. Maiorana and P. Campisi},
                                          title = {Influence of Test Protocols on Biometric Recognition Performance Estimation},
                                          booktitle = {IEEE Workshop on Biometrics and Forensics (IWBF)},
                                          year = {2021},
                                        }
                                        
L. De Luisa, G.E. Hine, E. Maiorana, P. Campisi (2021), "In-Air 3D Dynamic Signature Recognition using Haptic Devices", In IEEE International Workshop on Biometrics and Forensics (IWBF) 2021.
Abstract: Signature recognition is one of the most widespread and legally accepted methodology to authenticate a person's identity. In this work, we show how a haptic device can be used to acquire in-air 3D signatures, and provide the time-dependent position and orientation characteristics needed to effectively perform user verification. Dynamic time warping and hidden Markov models are here employed to compare samples acquired during the enrolment and verification stages. The recognition performance achieved when testing the proposed system on samples captured from 52 subjects testify the effectiveness of the proposed approach. Furthermore, a longitudinal analysis carried out on data from a subset of 21 subjects, for which two recording sessions have been taken at an average distance of four months, demonstrates that effective recognition can be performed even at long time distances from the enrolment.
BibTeX:
                                        @inproceedings{deluisa2021-IWBF,
                                          author = {L. {De Luisa} and G.E. Hine and E. Maiorana and P. Campisi},
                                          title = {In-Air 3D Dynamic Signature Recognition using Haptic Devices},
                                          booktitle = {IEEE Workshop on Biometrics and Forensics (IWBF)},
                                          year = {2021},
                                        }
                                        
E. Maiorana, C. Massaroni (2021), "Biometric Recognition based on Heart-Induced Chest Vibrations", In IEEE International Workshop on Biometrics and Forensics (IWBF) 2021.
Abstract: The interest in wearable devices has tremendously increased in recent years, thanks the wide range of possible applications in which they can be used. As the employed sensors are able to capture relevant physiological signals, it has been lately proposed to exploit data collected by these instruments for automatic biometric recognition purposes. In this regard, a significant amount of studies has been conducted on the discriminative characteristics of the hearth activity. Within this context, in this paper we investigate the feasibility of recognizing people exploiting measurements of the mechanical vibrations of the chest, induced by the heart activity. To this aim, the effectiveness of combining signals acquired through seismocardiography and gyrocardiography is here evaluated. In order to evaluate the existence of discriminative characteristics within the considered signals, deep learning techniques relying on transfer learning have been applied on the considered measurements. Tests performed on ten subjects have been conducted in order to assess the influence on recognition performance of the positioning on the chest of the employed sensors, as well as the dependence on the posture assumed by the subjects while taking the employed recordings. The obtained results testify that promising recognition rates could be actually achieved when properly placing the considered devices.
BibTeX:
                                        @inproceedings{maiorana2021-IWBF,
                                          author = {E. Maiorana and C. Massaroni},
                                          title = {Biometric Recognition based on Heart-Induced Chest Vibrations},
                                          booktitle = {IEEE Workshop on Biometrics and Forensics (IWBF)},
                                          year = {2021},
                                        }
                                        
E. Maiorana, H. Kalita, P. Campisi (2021), "Mobile keystroke dynamics for biometric recognition: An overview," IET Biometrics, Vol. 10, No. 1, pp: 1 - 23, 2021.
Abstract: In the relatively recent past, the analysis of keystroke dynamics for biometric recognition purposes has intrigued researchers, since practical evidences have shown differences in the typing behaviours of distinct subjects. This area of research has become even more appealing since the emergence and evolution of mobile smartphones, given their pervasiveness and intensive use in real-life applications. In addition, unlike hard keyboards used with computers, mobile smartphones offer the possibility of exploiting embedded sensors to augment the information acquired when typing on their soft keyboards. This study discusses the state of the art of keystroke-dynamics-based automatic recognition system, exclusively when dealing with mobile devices, for both verification and identification purposes. In more details, the databases employed, the features selected, the methodologies implemented, and the performance achieved through the technological advances introduced in the last years, are here overviewed.
BibTeX:
                                        @article{maiorana2021-keystroke,
                                          author = {E. Maiorana and H. Himanka and P. Campisi},
                                          title = {Mobile keystroke dynamics for biometric recognition: An overview},
                                          journal = {IET Biometrics},
                                          year = {2021},
                                          volume = {10},
										  number = {1},
                                          pages = {1-23},
                                          doi = {10.1049/bme2.12003}
                                        }
                                        
Maiorana E and Campisi P (2020), "Signature Biometrics", In Encyclopedia of Cryptography, Security and Privacy, eds. S. Jajodia, P. Samarati, M. Yung.
BibTeX:
                                        @inbook{Encyclopedia_2020_Signature,
                                          author = {Emanuele Maiorana and Patrizio Campisi},
                                          title = {Signature Biometrics},
                                          booktitle = {Encyclopedia of Cryptography, Security and Privacy},
                                          publisher = {eds. S. Jajodia, P. Samarati, M. Yung.},
                                          year = {2020},
                                        }
                                        
Maiorana E and Campisi P (2020), "Keystroke Dynamics", In Encyclopedia of Cryptography, Security and Privacy, eds. S. Jajodia, P. Samarati, M. Yung.
BibTeX:
                                        @inbook{Encyclopedia_2020_Signature,
                                          author = {Emanuele Maiorana and Patrizio Campisi},
                                          title = {Keystroke Dynamics},
                                          booktitle = {Encyclopedia of Cryptography, Security and Privacy},
                                          publisher = {eds. S. Jajodia, P. Samarati, M. Yung.},
                                          year = {2020},
                                        }
                                        
Campisi P and Maiorana E (2020), "EEG Biometrics", In Encyclopedia of Cryptography, Security and Privacy, eds. S. Jajodia, P. Samarati, M. Yung.
BibTeX:
                                        @inbook{Encyclopedia_2020_EEG,
                                          author = {Patrizio Campisi and Emanuele Maiorana},
                                          title = {EEG Biometrics},
                                          booktitle = {Encyclopedia of Cryptography, Security and Privacy},
                                          publisher = {eds. S. Jajodia, P. Samarati, M. Yung.},
                                          year = {2020},
                                        }
                                        
G. Cervino (2021), "Multibiometric system based on Face Video and Heart Rate Estimation", In IEEE International Workshop on Biometrics and Forensics (IWBF) 2021.
Abstract: Biometric systems have acquired a central role in identity recognition because of the security and convenience they offer over traditional authentication system such as those based on the knowledge of passwords or the possession of tokens. Multibiometric systems have been introduced to increase the performance of mono-modal systems, to increase their security and to make the systems more universal. The diffusion of biometric systems has stimulated the attempts to fraudulent access. Adversarial Examples (AE) belong to the most effective category of attacks. They are input samples specifically designed to fool a target biometric system: they can be implemented using several approaches and algorithms. Therefore, appropriate and effective defense strategies need to be developed. Despite the researchers carried out different solutions, it is still an open challenge. Recently, researchers described how it is possible to extract several physiological parameters from videos containing faces. In fact, imperceptible movements for humans contain information on breathing rate and emotional status, while the blood flow produces an effect on the light diffused from the face skin. The latter can be acquired using RGB camera to extract Hearth Rate (HR) and the Photoplethysmogram (PPG) signal. This research is twofold: the development a multibiometric system based on face video and HR estimation to assess the performance obtained both in verification and identification task and the evaluation of robustness against AE.
BibTeX:
                                        @inproceedings{cervino-IWBF,
                                          author = G. Cervino},
                                          title = {Multibiometric system based on Face Video and Heart Rate Estimation},
                                          booktitle = {IEEE Workshop on Biometrics and Forensics (IWBF)},
                                          year = {2021},
                                        }
                                        
T. Eglitis (2021), "Importance of Database Protocols", In IEEE International Workshop on Biometrics and Forensics (IWBF) 2021.
Abstract: One of the less-discussed topics in biometrics is the use of database protocols and other experimental setup specifics. That is why, in this paper, we study how different protocols impact the recognition results. To do that, we use the vascular biometrics UTFVP finger vein database.
BibTeX:
                                        @inproceedings{eglitis2021-IWBF,
                                          author = {E. Eglitis},
                                          title = {Importance of Database Protocols},
                                          booktitle = {IEEE Workshop on Biometrics and Forensics (IWBF)},
                                          year = {2021},
                                        }
                                        
E. Piciucco, E. Di Lascio, E. Maiorana, S. Santini, P. Campisi (2021), "Biometric recognition using wearable devices in real-life settings," Pattern Recognition Letters, Vol. 146, pp: 260-266, June 2021.
Abstract: The popularity of wearable devices, such as smart glasses, chestbands, and wristbands, is nowadays rapidly growing, thanks to the fact that they can be used to track physical activity and monitor users’ health. Recently, researchers have proposed to exploit their capability to collect physiological signals for enabling automatic user recognition. Wearable devices inherently provide the means for detecting their unauthorized usage, or for being used as front-end in biometric recognition systems controlling the access to either physical or virtual locations and services. The present work evaluates the feasibility of performing biometric recognition using signals captured by wearable devices, considering data collected through off-the-shelf commercial wristbands, and comparing recordings taken during two distinct sessions separated by an average time of 7 days. In more detail, recognition is performed leveraging on electrodermal activity (EDA) and blood volume pulse (BVP), considering measurements taken from 17 subjects performing natural activities such as attending or teaching lectures. Several tests have been carried out to determine the most effective representation of the considered EDA and BVP signals, as well as the most suitable classifier. The best recognition performance has been achieved exploiting convolutional neural networks to extract discriminative characteristics from the combined spectrograms of the employed EDA and BVP data, guaranteeing average correct identification rate of 98.58% for test samples lasting 30 seconds.
BibTeX:
                                        @article{piciucco2021-prl,
                                          author = {E. Piciucco and E. Di Lascio and E. Maiorana and S. Santini and P. Campisi},
                                          title = {Biometric recognition using wear-able devices in real-life settings},
                                          journal = {Pattern Recognition Letters},
                                          year = {2021},
                                          volume = {146},
                                          pages = {260-266},
                                          doi = {10.1016/j.patrec.2021.03.020}
                                        }
                                        
S. Mahpod, R. Das, E. Maiorana, Y. Keller, P. Campisi (2021), "Facial Landmarks Localization using Cascaded Neural Networks," Computer Vision and Image Understanding, Vol. 205, April 2021.
Abstract: The accurate localization of facial landmarks is at the core of several face analysis tasks, such as face recognition and facial expression analysis, to name a few. In this work, we propose a novel localization approach based on a deep learning architecture that utilizes two paired cascaded subnetworks with convolutional neural network units. The cascaded units of the first subnetwork estimate heatmap-based encodings of the landmarks’ locations, while the cascaded units of the second subnetwork receive as inputs the outputs of the corresponding heatmap estimation units, and refine them through regression. The proposed scheme is experimentally shown to compare favorably with contemporary state-of-the-art schemes, especially when applied to images depicting challenging localization conditions.
BibTeX:
                                        @article{mahapod2021-cviu,
                                          author = {S. Mahpod and R. Das and E. Maiorana and Y. Keller and P. Campisi},
                                          title = {Facial Landmarks Localization using Cascaded Neural Networks},
                                          journal = {PComputer Vision and Image Understanding},
                                          year = {2021},
                                          volume = {205},
                                          doi = {10.1016/j.cviu.2021.103171}
                                        }
                                        
E. Maiorana (2021), "Learning Deep Features for Task-Independent EEG-based Biometric Verification," Pattern Recognition Letters, Vol. 143, pp: 122-129, March 2021.
Abstract: Considerable interest has been recently devoted to the exploitation of brain activity as biometric identifier in automatic recognition systems, with a major focus on data acquired through electroencephalography (EEG). Several researches have in fact confirmed the presence of discriminative characteristics within brain signals recorded while performing specific mental tasks. Yet, to make EEG-based recognition appealing for practical applications, it would be highly advisable to investigate the existence and permanence of such distinctive traits while performing different mental tasks. In this regard, the present study evaluates the feasibility of performing task-independent EEG-based biometric recognition. A deep learning approach using siamese convolutional neural networks is employed to extract, from the considered EEG recordings, subject-specific template representations. An extensive set of experimental tests, performed on a multi-session database comprising EEG data acquired from 45 subjects while performing six different tasks, is employed to evaluate whether it is actually possible to verify the identity of a subject using brain signals, regardless the performed mental task.
BibTeX:
                                        @article{maiorana2021-prl,
                                          author = {E. Maiorana},
                                          title = {Learning deep features for task-independent EEG-based biometric verification},
                                          journal = {Pattern Recognition Letters},
                                          year = {2021},
                                          volume = {143},
                                          pages = {122-129},
                                          doi = {10.1016/j.patrec.2021.01.004}
                                        }
                                        
R. S. Kuzu, E. Maiorana, P. Campisi (2020), "Loss Functions for CNN-based Biometric Vein Recognition", In European Signal Processing Conference (EUSIPCO) 2020.
Abstract: The recent progress in deep learning has led to a rapid change in the way biometric data can be handled, offering new opportunities for further research on physical, behavioral, and cognitive biometric recognition. In particular, conventional modalities for preprocessing, extracting features, and comparing templates derived from biometric traits have been swiftly altered, replacing the search for hand-crafted features with the ever increasing use of generalized deep learning models and transfer learning, able to guarantee notably-high recognition performance. This study investigates the capabilities of deep learning approaches in performing vein pattern verification. Specifically, recent advances in the design of convolutional neural networks, introduced to increase the inter-class variability and decrease the intra-class variability of the generated representations, are here taken into account to speculate on the effects on recognition performance of the selection for the most suitable loss function. Experimental tests conducted on finger vein, palm vein, and hand dorsum vein patterns testify the effectiveness of the proposed frameworks, able to exceed current state-of-the-art performance on five different publicly available vein datasets.
BibTeX:
                                        @inproceedings{kuzu2020-EUSIPCO,
                                          author = {R.S. Kuzu and E. Maiorana and P. Campisi},
                                          title = {Loss Functions for CNN-based Biometric Vein Recognition},
                                          booktitle = {European Signal Processing Conference (EUSIPCO)},
                                          year = {2020},
                                        }
                                        
R.S. Kuzu, E. Maiorana, P. Campisi (2020), "Vein-based Biometric Verification using Transfer Learning", In IEEE International Conference on Telecommunications and Signal Processing (TSP) 2020.
Abstract: Vein patterns have been nowadays established as a reliable and convenient solution to implement biometric recognition systems. Yet, there is still a relevant gap between the real potential of such modality and its current usage in state-ofthe-art commercial solutions. Actually, one of the major issue limiting the proper exploitation of deep learning approaches for vein-based biometric recognition is related to the moderate sample size of existing publicly available datasets, typically not large enough to perform a comprehensive training of dedicated networks. In order to mitigate the lack of training generalization, instead of proposing novel convolutional neural networks to be trained from scratch, we here investigate the usefulness of employing existing architectures, and applying transfer learning to design a highly-efficient biometric recognition system based on vein patterns. Verification performance in open-set scenario is evaluated applying the proposed approach to three different kinds of vein data, that is, finger veins, palm veins, and hand dorsal veins. Results exceeding current literature are obtained on the SDUMLA, PolyU, and Bosphorus vein datasets, with equal error rates in open-set verification conditions at 0,41%, 0,006%, and 5,63%, respectively.
BibTeX:
                                        @inproceedings{kuzu2020-TSP,
                                          author = {R.S. Kuzu and E. Maiorana and P. Campisi},
                                          title = {Vein-based Biometric Verification using Transfer Learning},
                                          booktitle = {IEEE International Conference on Telecommunications and Signal Processing (TSP)},
                                          year = {2020},
                                        }
                                        
R.S. Kuzu, E. Maiorana, P. Campisi (2020), "Vein-Based Biometric Verification Using Densely-Connected Convolutional Autoencoder", IEEE Signal Processing Letters, Volume 27, pp: 1869 - 1873.
Abstract: In this letter, we propose a vein-based biometric verification system relying on deep learning. A novel approach consisting of a convolutional neural network (CNN), trained in a supervised manner, cascaded with an auto-encoder, trained in an unsupervised way, is here exploited. In more detail, a novel densely-connected convolutional autoencoder is here used on top of backbone CNNs. This architecture aims at increasing the discriminative capability of the features generated from hand vein patterns. Experimental tests on finger, palm, and dorsal veins show that the proposed approach leads to an improvement of the recognition rates with respect to the use of the sole CNNs for feature extraction. The achieved performance are superior to the current state of the art in vein biometric verification.
BibTeX:
                                        @article{kuzu2020-spl,
                                          author = {R. S. Kuzu and E. Maiorana and P. Campisi},
                                          title = {Vein-Based Biometric Verification Using Densely-Connected Convolutional Autoencoder},
                                          journal = {IEEE Signal Processing Letters},
                                          volume = {27},
                                          pages = {1869 - 1873},
                                          year = {2020},
                                          doi = {10.1109/LSP.2020.3030533}
                                        }
                                        
H. Kalita, E. Maiorana, P. Campisi (2020), "Keystroke Dynamics for Biometric Recognition in Handheld Devices", In IEEE International Conference on Telecommunications and Signal Processing (TSP) 2020.
Abstract: With the recent widespread usage of mobile devices there has been an increasing research for automated recognition systems which could be implemented with the limited resources offered by such tools. Specifically, several biometric recognition approaches have been proposed in literature, most of them relying on the cameras, microphones, or gyroscopes installed from factories in smartphones to acquire biometric traits such as face, speech, and gait. Another interesting modality which could be exploited in handheld devices, without requiring any additional hardware upgrade, is keystroke dynamics, with this term referring to the typing behaviour characterizing each user. This trait is especially suited to perform recognition on mobile devices, leveraging on data recorded while typing a password or a personal identification number (PIN) to access any physical or logical facility. This paper evaluates the feasibility of performing keystroke-dynamics-based biometric verification by modeling the acquired sequences of typed characters with Gaussian mixture models. Three different public datasets, comprising recordings related to both passwords and PINs, are exploited to testify the effectiveness of the proposed approach.
BibTeX:
                                        @inproceedings{Kalita2020-TSP,
                                          author = {H. Kalita and E. Maiorana and P. Campisi},
                                          title = {Keystroke Dynamics for Biometric Recognition in Handheld Devices},
                                          booktitle = {IEEE International Conference on Telecommunications and Signal Processing (TSP)},
                                          year = {2020},
                                        }
                                        
Maiorana E (2020), "Deep learning for EEG-based biometric recognition", Elsevier Neurocomputing, Volume 410, pp: 374-386.
Abstract: The exploitation of brain signals for biometric recognition purposes has received significant attention from the scientific community in the last decade, with most of the efforts so far devoted to the quest for discriminative information within electroencephalography (EEG) recordings. Yet, currently-achievable recognition rates are still not comparable with those granted by more-commonly-used biometric characteristics, posing an issue for the practical deployment of EEG-based recognition in real-life applications. Within this regard, the present study investigates the effectiveness of deep learning techniques in extracting distinctive features from EEG signals. Both convolutional and recurrent neural networks, as well as their combinations, are employed as strategies to derive personal identifiers from the collected EEG data. In order to assess the robustness of the considered techniques, an extensive set of experimental tests is conducted under very challenging conditions, trying to determine whether it is feasible to identify subjects through their brain signals regardless the performed mental task, and comparing acquisitions collected at a temporal distance greater than one year. The obtained results suggest that the proposed networks are actually able to exploit the dynamic temporal behavior of EEG signals to achieve high-level accuracy for brain-based biometric recognition.
BibTeX:
                                        @article{maiorana2020-neurocomputing,
                                          author = {E. Maiorana},
                                          title = {Deep learning for EEG-based biometric recognition},
                                          journal = {Elsevier Neurocomputing},
                                          volume = {410},
                                          pages = {374-386},
                                          year = {2020},
                                          doi = {10.1016/j.neucom.2020.06.009}
                                        }
                                        
R.S. Kuzu, E. Piciucco, E. Maiorana, P. Campisi (2020), "On-the-fly Finger-Vein-based Biometric Recognition using Deep Neural Networks", IEEE Transactions on Information Forensics and Security, Volume 15, pp: 2641 - 2654.
Abstract: Finger-vein-based biometric recognition technology has recently attracted the attention of both academia and industry because of its robustness against presentation attacks and the convenience of the acquisition process. As a matter of fact, some contactless vein-based recognition systems have already been deployed and commercialized. However, they require the users to keep their hands still over the acquisition device for a few seconds to perform recognition. In this study, we release this constraint and allow users to have their finger vein patterns acquired on the fly. To accomplish this goal, we introduce an ad-hoc acquisition architecture capable of capturing the finger vein structure using an array of low-cost cameras, and we propose a recognition framework based on the use of convolutional and recurrent neural networks. To test the proposed approach we acquire a finger vein image dataset, in video format at four different exposure times, from 100 subjects. The obtained experimental results show that, even in a very challenging scenario, the proposed system guarantees high performance levels, up to 99.13% recognition accuracy over the collected dataset.
BibTeX:
                                        @article{kuzu2020-tifs,
                                          author = {R. S. Kuzu and E. Piciucco and E. Maiorana and P. Campisi},
                                          title = {On-the-fly Finger-Vein-based Biometric Recognition using Deep Neural Networks},
                                          journal = {IEEE Transactions on Information Forensics and Security},
                                          volume = {15},
                                          pages = {2641 - 2654},
                                          year = {2020},
                                          doi = {10.1109/TIFS.2020.2971144}
                                        }
                                        
Piciucco E, Kuzu RS, Maiorana E and Campisi P (2019), "On the Cross-Finger Similarity of Vein Patterns", In New Trends in Image Analysis and Processing -- ICIAP 2019. Cham , pp. 12-20. Springer International Publishing.
Abstract: Biometric recognition based on finger-vein patterns is gaining more and more attention, as several approaches have been recently proposed to extract discriminative features from vascular structures. In this paper we investigate the similarity between vein patterns of symmetric fingers of the left and right hand of a subject. More in detail, we analyze the performance achievable when using symmetric fingers and geometry- or deep-learning-based feature extraction methods for recognition. A database with acquisitions from left and right index, medium, and ring fingers of 106 subjects is exploited for experimental tests.
BibTeX:
                                        @inproceedings{piciucco2019-ICIAP,
                                          author = {Piciucco, Emanuela and Kuzu, Ridvan Salih and Maiorana, Emanuele and Campisi, Patrizio},
                                          editor = {Cristani, Marco and Prati, Andrea and Lanz, Oswald and Messelodi, Stefano and Sebe, Nicu},
                                          title = {On the Cross-Finger Similarity of Vein Patterns},
                                          booktitle = {New Trends in Image Analysis and Processing -- ICIAP 2019},
                                          publisher = {Springer International Publishing},
                                          year = {2019},
                                          pages = {12--20}
                                        }
                                        
Hine GE, Maiorana E and Campisi P (2019), "Minutiae Triple Correlation: A Translation Invariant Fingerprint Representation", In 2019 8th European Workshop on Visual Information Processing (EUVIP)., Oct, 2019. , pp. 244-249.
Abstract: In this paper, we introduce a novel translation-invariant minutiae representation based on triple correlation for fingerprint biometric recognition. In contrast with other fingerprint representations with translation-invariant characteristics, the proposed one does not lose any information about the original trait, with the only exception of its absolute position. Nevertheless, triple correlation would be of little use, in its native form, for signal processing applications, due to its high-demanding memory requirements. By exploiting the intrinsic sparsity of the treated minutiae, we propose a sparse implementation of the employed triple correlation, allowing its use in practical application and the definition of a suitable comparison algorithm here introduced. The performed experimental tests show the suitability of the proposed triple-correlation representation for fingerprint minutiae comparison.
BibTeX:
                                        @inproceedings{hine2019-triplecorrelation,
                                          author = {G. E. Hine and E. Maiorana and P. Campisi},
                                          title = {Minutiae Triple Correlation: A Translation Invariant Fingerprint Representation},
                                          booktitle = {2019 8th European Workshop on Visual Information Processing (EUVIP)},
                                          year = {2019},
                                          pages = {244-249},
                                          doi = {10.1109/EUVIP47703.2019.8946139}
                                        }
                                        
Maiorana E, Kalita H and Campisi P (2019), "Deepkey: Keystroke Dynamics and CNN for Biometric Recognition on Mobile Devices", In 2019 8th European Workshop on Visual Information Processing (EUVIP)., Oct, 2019. , pp. 181-186.
Abstract: The use of mobile devices is not anymore limited to personal communication but, especially with the widespread of smart devices, it enables a variety of operations like accessing the Internet, storing personal data, making payments, and gaining access to restricted services or areas. Being used for such sensitive applications, the implementation of secure mechanisms to access such devices is of paramount importance. As a matter of fact, most modern smartphones implement access control mechanisms based on either face, iris, or fingerprint biometric traits for secure user recognition, and several researches are conducted on further alternatives offering potential advantages in terms of convenience or performance. In this paper we study the effectiveness of employing keystroke dynamics to discriminate between genuine and impostor users of mobile devices. Specifically, deep learning techniques, based on convolutional neural networks, are here exploited to derive discriminative characteristics from the typing patterns of subjects entering personal identification numbers (PINs). A large database comprising keystroke dynamics acquisitions from 150 subjects, each typing two different kinds of PINs, either short or long, is exploited to conduct the performed experimental tests.
BibTeX:
                                        @inproceedings{maiorana2019-deepkey,
                                          author = {E. Maiorana and H. Kalita and P. Campisi},
                                          title = {Deepkey: Keystroke Dynamics and CNN for Biometric Recognition on Mobile Devices},
                                          booktitle = {2019 8th European Workshop on Visual Information Processing (EUVIP)},
                                          year = {2019},
                                          pages = {181-186},
                                          doi = {10.1109/EUVIP47703.2019.8946206}
                                        }
                                        
Hine GE, Maiorana E and Campisi P (2018), "Fingerprint Minutiae Matching Through Sparse Cross-correlation", In 2018 26th European Signal Processing Conference (EUSIPCO)., Sep., 2018. , pp. 2370-2374.
Abstract: In this paper, we introduce a novel minutiae-based matching algorithm for fingerprint recognition. The method is built on an elegant and straightforward mathematical formulation: the minutiae set is represented by a train of complex pulses and the matching algorithm is based on a simple crosscorrelation. We propose two different implementations. The first one exploits the intrinsic sparsity of the signal representing the minutiae set in order to construct an efficient implementation. The other relies on the Fourier transform to build a fixed-length representation, being thus suitable to be used in many biometric crypto-systems. The proposed method exhibits performance comparable with NIST's Bozorth3, that is a standard de facto for minutiae matching, but it shows to be more robust with cropped fingerprints.
BibTeX:
                                        @inproceedings{hine2018-sparse-cross-correlation,
                                          author = {G. E. Hine and E. Maiorana and P. Campisi},
                                          title = {Fingerprint Minutiae Matching Through Sparse Cross-correlation},
                                          booktitle = {2018 26th European Signal Processing Conference (EUSIPCO)},
                                          year = {2018},
                                          pages = {2370-2374},
                                          doi = {10.23919/EUSIPCO.2018.8553301}
                                        }
                                        
Das R, Piciucco E, Maiorana E and Campisi P (2019), "Convolutional Neural Network for Finger-Vein-Based Biometric Identification", IEEE Transactions on Information Forensics and Security., February, 2019. Vol. 14
BibTeX:
                                        @article{das2019,
                                          author = {Rig Das, Emanuela Piciucco, Emanuele Maiorana, Patrizio Campisi},
                                          title = {Convolutional Neural Network for Finger-Vein-Based Biometric Identification},
                                          journal = {IEEE Transactions on Information Forensics and Security},
                                          year = {2019},
                                          volume = {14},
                                          doi = {10.1109/TIFS.2018.2850320}
                                        }
                                        
Das R, Maiorana E and Campisi P (2018), "Motor Imagery for EEG Biometrics using convolutional neural networ", In 2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP).
BibTeX:
                                        @inproceedings{das-icassp2018,
                                          author = {Rig Das; Emanuele Maiorana; Patrizio Campisi },
                                          title = {Motor Imagery for EEG Biometrics using convolutional neural networ},
                                          booktitle = {2018 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
                                          year = {2018},
                                          url = {http://sigport.org/2914}
                                        }
                                        
Maiorana E and Campisi P (2018), "Longitudinal Evaluation of EEG-Based Biometric Recognition", IEEE Transactions on Information Forensics and Security., May, 2018. Vol. 13(5), pp. 1123-1138.
BibTeX:
                                        @article{8120145,
                                          author = {Maiorana, Emanuele and Campisi, Patrizio},
                                          title = {Longitudinal Evaluation of EEG-Based Biometric Recognition},
                                          journal = {IEEE Transactions on Information Forensics and Security},
                                          year = {2018},
                                          volume = {13},
                                          number = {5},
                                          pages = {1123-1138},
                                          doi = {10.1109/TIFS.2017.2778010}
                                        }
                                        
Piciucco E, Maiorana E and Campisi P (2018), "Palm Vein Recognition Using a High Dynamic Range Approach", IET Biometrics., January, 2018. Institution of Engineering and Technology.
BibTeX:
                                        @article{iet:/content/journals/10.1049/iet-bmt.2017.0192,
                                          author = {Piciucco, Emanuela and Maiorana, Emanuele and Campisi, Patrizio},
                                          title = {Palm Vein Recognition Using a High Dynamic Range Approach},
                                          journal = {IET Biometrics},
                                          publisher = {Institution of Engineering and Technology},
                                          year = {2018},
                                          url = {http://digital-library.theiet.org/content/journals/10.1049/iet-bmt.2017.0192},
                                          doi = {10.1049/iet-bmt.2017.0192}
                                        }
                                        
Maiorana E and Campisi P (2017), "Secure cognitive recognition: brain-based biometric cryptosystems using EEG", In User-Centric Privacy and Security in Biometrics, pp. 325-351. Institution of Engineering and Technology.
BibTeX:
                                        @inbook{iet:/content/books/10.1049/pbse004e_ch14,
                                          author = {Emanuele Maiorana and Patrizio Campisi},
                                          title = {Secure cognitive recognition: brain-based biometric cryptosystems using EEG},
                                          booktitle = {User-Centric Privacy and Security in Biometrics},
                                          publisher = {Institution of Engineering and Technology},
                                          year = {2017},
                                          pages = {325-351},
                                          url = {http://digital-library.theiet.org/content/books/10.1049/pbse004e_ch14},
                                          doi = {10.1049/PBSE004E_ch14}
                                        }
                                        
Chalmers A, Campisi P, Shirley P, and Olaizola I (2016), "High Dynamic Range Video: Concepts, Technologies and Applications" Elsevier.
BibTeX:
                                                @book{chalmers-hdrv,,
                                                  editor = {Chalmers, Alan and Campisi, Patrizio and Shirley, Peter and Olaizola,Igor},
                                                  title = {High Dynamic Range Video: Concepts, Technologies and Applications},
                                                  publisher = {Elsevier},
                                                  year = {2016},
                                                  url = {https://www.elsevier.com/books/high-dynamic-range-video/chalmers/978-0-12-809477-8}
                                                }
                                                
Das R, Maiorana E and Campisi P (2017), "Visually Evoked Potential for EEG Biometrics using Convolutional Neural Network", In 2017, 25th European Signal Processing Conference (EUSIPCO)., Sept, 2017. , pp. 981-985.
BibTeX:
                                                @inproceedings{DasMaiCampisi2017,
                                                  author = {Das, Rig and Maiorana, Emanuele and Campisi, Patrizio},
                                                  title = {Visually Evoked Potential for EEG Biometrics using Convolutional Neural Network},
                                                  booktitle = {2017, 25th European Signal Processing Conference (EUSIPCO)},
                                                  year = {2017},
                                                  pages = {981-985},
                                                  url = {http://www.eurasip.org/Proceedings/Eusipco/Eusipco2017/papers/1570347024.pdf}
                                                }
                                                
Hine GE, Maiorana E and Campisi P (2017), "Resting-State Eeg: A Study on Its Non-Stationarity for Biometric Applications", In 2017 International Conference of the Biometrics Special Interest Group (BIOSIG)., Sep., 2017. , pp. 1-5.
Abstract: In the last years, several papers on EEG-based biometric recognition systems have been published. Specifically, most of the proposed contributions focus on brain signals recorded in resting state conditions, with either closed or open eyes. A common assumption is that the acquired signals are quasi-stationarity. In this paper, we investigate such property in terms of discriminative capability, and we analyze whether or not it holds throughout the entire duration of data collected over long periods. An extensive set of experimental tests, conducted over a database comprising signals collected from 50 subjects in three distinct acquisition sessions, shows that the most distinctive information of the brain signals is temporally located at the beginning of each recording.
BibTeX:
                                                @inproceedings{hine2017-eeg-non-stationarity,
                                                  author = {G. E. Hine and E. Maiorana and P. Campisi},
                                                  title = {Resting-State Eeg: A Study on Its Non-Stationarity for Biometric Applications},
                                                  booktitle = {2017 International Conference of the Biometrics Special Interest Group (BIOSIG)},
                                                  year = {2017},
                                                  pages = {1-5},
                                                  doi = {10.23919/BIOSIG.2017.8053519}
                                                }
                                                
Piciucco E, Maiorana E, Falzon O, Camilleri KP and Campisi P (2017), "Steady-State Visual Evoked Potentials for EEG-Based Biometric Identification", 2017 International Conference of the Biometrics Special Interest Group (BIOSIG)
BibTeX:
                                                @inproceedings{Piciucco2017-SSVEP,
                                                    author = { Piciucco, Emanuela and Maiorana, Emanuele and Falzon, Owen and Camilleri, Kenneth P and Campisi, Patrizio},
                                                    booktitle={2017 International Conference of the Biometrics Special Interest Group (BIOSIG)},
                                                    title={Steady-State Visual Evoked Potentials for EEG-Based Biometric Identification},
                                                    year={2017},
                                                    pages={1-5},
                                                    keywords={Biometrics (access control);Electrodes;Electroencephalography;Feature extraction;Mel frequency cepstral coefficient;Steady-state;Visualization},
                                                    doi={10.23919/BIOSIG.2017.8053521},
                                                    month={Sept},}
                                                
Piciucco E, Maiorana E and Campisi P (2017), "Biometric Fusion for Palm-Vein-Based Recognition Systems", In International Tyrrhenian Workshop on Digital Communication. , pp. 18-28.
BibTeX:
                                                @inproceedings{piciucco2017palm-vein-fusion,
                                                  author = {Piciucco, Emanuela and Maiorana, Emanuele and Campisi, Patrizio},
                                                  title = {Biometric Fusion for Palm-Vein-Based Recognition Systems},
                                                  booktitle = {International Tyrrhenian Workshop on Digital Communication},
                                                  year = {2017},
                                                  pages = {18--28},
                                                  url = {https://link.springer.com/chapter/10.1007/978-3-319-67639-5_3}
                                                }
                                                
Bayar S, Ülkar MG and Kuzu RS (2015), "Challenges in the Design of E-Ledger Financial Software", In 17th Academic Information Tech. Conference. Eskisehir, Turkey, feb, 2015.
BibTeX:
                                                @inproceedings{bayar2015defter,
                                                  author = {Bayar, Salih and Ülkar, Mehmet G. and Kuzu, Rıdvan S.},
                                                  title = {Challenges in the Design of E-Ledger Financial Software},
                                                  booktitle = {17th Academic Information Tech. Conference},
                                                  year = {2015}
                                                }
                                                
Kuzu RS, Haznedaroğlu A and Arslan ML (2012), "Topic Identification For Turkish Call Center Records", In 20th Signal Processing and Communications Applications Conference, SIU-2012. Fethiye, Turkey, apr, 2012. , pp. 1-4.
BibTeX:
                                                @inproceedings{kuzu2012topic,
                                                  author = {Kuzu, Rıdvan S. and Haznedaroğlu, Ali and Arslan, M. Levent},
                                                  title = {Topic Identification For Turkish Call Center Records},
                                                  booktitle = {20th Signal Processing and Communications Applications Conference, SIU-2012},
                                                  year = {2012},
                                                  pages = {1--4}
                                                }
                                                
Okoh E and Awad AI (2015), "Biometrics applications in e-health security: A preliminary survey", In International Conference on Health Information Science. , pp. 92-103.
BibTeX:
                                                @inproceedings{okoh2015biometrics,
                                                  author = {Okoh, Ebenezer and Awad, Ali Ismail},
                                                  title = {Biometrics applications in e-health security: A preliminary survey},
                                                  booktitle = {International Conference on Health Information Science},
                                                  year = {2015},
                                                  pages = {92--103}
                                                }
                                                
Buruş ME, Kuzu RS, Beyazıt S and Varol G (2014), "Rotation and Scale Proof Object Recognition for Market Shelves", In 16th Academic Information Tech. Conference. Mersin, Turkey, feb, 2014.
BibTeX:
                                                @inproceedings{kuzu2014product,
                                                  author = {Buruş, Melih Evren and Kuzu, Rıdvan Salih and Beyazıt, Soyhan and Varol, Gül},
                                                  title = {Rotation and Scale Proof Object Recognition for Market Shelves},
                                                  booktitle = {16th Academic Information Tech. Conference},
                                                  year = {2014}
                                                }
                                                
Kuzu RS, Balcı K and Salah AA (2016), "Authorship Recognition in A Multiparty Chat Scenario", In International Workshop on Biometrics and Forensics. Cyprus, mar, 2016. , pp. 1-6.
BibTeX:
                                                @inproceedings{kuzu2016authorship,
                                                  author = {Kuzu, Rıdvan S. and Balcı, Koray and Salah, Albert A.},
                                                  title = {Authorship Recognition in A Multiparty Chat Scenario},
                                                  booktitle = {International Workshop on Biometrics and Forensics},
                                                  year = {2016},
                                                  pages = {1--6}
                                                }
                                                
Özdaş HA, Ütebay MŞ, Düz Ö and Kuzu RS (2016), "Automatic Conversion of Oracle Forms to HTML5 Interface", In 18th Academic Information Tech. Conference. Aydın, Turkey, feb, 2016.
BibTeX:
                                                @inproceedings{ozdas2016oracle,
                                                  author = {Özdaş, Hasan Ali and Ütebay, Mehmet Şevki and Düz, Özhan and Kuzu, Rıdvan Salih},
                                                  title = {Automatic Conversion of Oracle Forms to HTML5 Interface},
                                                  booktitle = {18th Academic Information Tech. Conference},
                                                  year = {2016}
                                                }
                                                
Varol G, Kuzu RS and Akgül YS (2014), "Product Placement Detection on Shelves Based on Image Processing", In 22nd Signal Processing and Communications Applications Conference, SIU-2014. Trabzon, Turkey, may, 2014. , pp. 1031-1034.
BibTeX:
                                                @inproceedings{varol2014product,
                                                  author = {Varol, Gül and Kuzu, Rıdvan S. and Akgül, Yusuf Sinan},
                                                  title = {Product Placement Detection on Shelves Based on Image Processing},
                                                  booktitle = {22nd Signal Processing and Communications Applications Conference, SIU-2014},
                                                  year = {2014},
                                                  pages = {1031--1034}
                                                }
                                                
Varol G and Kuzu RS (2014), "Toward Retail Product Recognition on Grocery Shelves", In International Conference on Image, Vision and Computing. Paris, France, sep, 2014. Vol. 9443, pp. 944309. Proc. SPIE.
BibTeX:
                                                @inproceedings{varol2015toward,
                                                  author = {Varol, Gül and Kuzu, Rıdvan S.},
                                                  title = {Toward Retail Product Recognition on Grocery Shelves},
                                                  booktitle = {International Conference on Image, Vision and Computing},
                                                  publisher = {Proc. SPIE},
                                                  year = {2014},
                                                  volume = {9443},
                                                  pages = {944309}
                                                }
                                                
Ramalli A, Scaringella M, Matrone G, Dallai A, Boni E, Savoia AS, Bassi L, Hine GE and Tortoli P (2017), "High dynamic range ultrasound imaging with real-time filtered-delay multiply and sum beamforming", In 2017 IEEE International Ultrasonics Symposium (IUS)., Sep., 2017. , pp. 1-4.
Abstract: Most commercially available ultrasound imaging systems currently implement the delay and sum (DAS) beamforming. Alternative beamformers have been presented, offering higher performance at the expense of computational complexity, which has so far limited their practical real-time implementation. In particular, the Filtered-Delay Multiply and Sum (F-DMAS) beamformer, which adds the computation of signed square roots, absolute values and multiplications to DAS, was recently shown to be effective in improving resolution, dynamic range and overall image quality. In this work, we present the real-time implementation of the F-DMAS beamformer on the ULA-OP 256 research system. This is obtained through a reformulation of the F-DMAS algorithm that allows reducing its computational cost. Compared to DAS, F-DMAS images of a commercial phantom captured in real-time showed higher CR (up to +7 dB), better spatial resolution (up to 30%), but lower CNR (-40%).
BibTeX:
                                                @inproceedings{ramalli2017,
                                                  author = {A. Ramalli and M. Scaringella and G. Matrone and A. Dallai and E. Boni and A. S. Savoia and L. Bassi and G. E. Hine and P. Tortoli},
                                                  title = {High dynamic range ultrasound imaging with real-time filtered-delay multiply and sum beamforming},
                                                  booktitle = {2017 IEEE International Ultrasonics Symposium (IUS)},
                                                  year = {2017},
                                                  pages = {1-4},
                                                  doi = {10.1109/ULTSYM.2017.8092339}
                                                }
                                                
Hine GE, Maiorana E and Campisi P (2017), "A Zero-Leakage Fuzzy Embedder From the Theoretical Formulation to Real Data", IEEE Transactions on Information Forensics and Security., July, 2017. Vol. 12(7), pp. 1724-1734.
Abstract: In this paper, we present a novel biometric cryptosystem obtaining perfect security, that is not leaking any information about the employed secret key from the knowledge of the stored helper data. While similar purposes have already been sought in the literature, the approaches proposed so far have been evaluated in terms of recognition performance under the unrealistic assumption of ideal statistical distributions for the considered biometric data. Conversely, in this paper, we investigate the applicability of the proposed framework to practical scenarios while managing a trade-off between privacy and recognition performance. This goal has been achieved by introducing a class of transformation functions enforcing zero-leakage secrecy, by designing an adaptive strategy for embedding the secret key bits into the selected features, and by developing a system parameters optimization strategy with respect to security, recognition performance, and privacy. Experimental tests conducted on real fingerprint data prove the effectiveness of the proposed scheme.
BibTeX:
                                                @article{hine2017-zeroleakage,
                                                  author = {G. E. Hine and E. Maiorana and P. Campisi},
                                                  title = {A Zero-Leakage Fuzzy Embedder From the Theoretical Formulation to Real Data},
                                                  journal = {IEEE Transactions on Information Forensics and Security},
                                                  year = {2017},
                                                  volume = {12},
                                                  number = {7},
                                                  pages = {1724-1734},
                                                  doi = {10.1109/TIFS.2017.2686005}
                                                }
                                                
Hine GE, Onaolapo J, Cristofaro ED, Kourtellis N, Leontiadis I, Samaras R, Stringhini G and Blackburn J (2017), "Kek, Cucks, and God Emperor Trump: A Measurement Study of 4chan's Politically Incorrect Forum and Its Effects on the Web", In THE 11TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-17).
Best Paper Runner-Up (awarded to 3 of 50 papers)
Media Coverage: Nature, Motherboard, The Independent, The Conversation, MIT Technology Review, Vice, La Stampa (in Italian), La Repubblica (in Italian), BoingBoing, Pacific Standard
BibTeX:
                                                @inproceedings{hine-4chan-2017,
                                                  author = {Gabriel Emile Hine and Jeremiah Onaolapo and Emiliano De Cristofaro and Nicolas Kourtellis and Ilias Leontiadis and Riginos Samaras and Gianluca Stringhini and Jeremy Blackburn},
                                                  title = {Kek, Cucks, and God Emperor Trump: A Measurement Study of 4chan's Politically Incorrect Forum and Its Effects on the Web },
                                                  booktitle = {THE 11TH INTERNATIONAL AAAI CONFERENCE ON WEB AND SOCIAL MEDIA (ICWSM-17)},
                                                  year = {2017}
                                                  url = {https://arxiv.org/abs/1610.03452},
                                                  doi = {10.5281/zenodo.841768}
                                                }
                                                
Gomez-Barrero M, Maiorana E, Galbally J, Campisi P and Fierrez J (2017), "Multi-biometric template protection based on Homomorphic Encryption ", Pattern Recognition. Vol. 67, pp. 149 - 163.
BibTeX:
                                                @article{GomezBarrero2017149,
                                                  author = {Marta Gomez-Barrero and Emanuele Maiorana and Javier Galbally and Patrizio Campisi and Jemaulian Fierrez},
                                                  title = {Multi-biometric template protection based on Homomorphic Encryption },
                                                  journal = {Pattern Recognition},
                                                  year = {2017},
                                                  volume = {67},
                                                  pages = {149 - 163},
                                                  url = {http://www.sciencedirect.com/science/article/pii/S0031320317300249},
                                                  doi = {10.1016/j.patcog.2017.01.024}
                                                }
                                                
Okoh E, Makame MH and Awad AI (2017), "Toward online education for fingerprint recognition: A proof-of-concept web platform", Information Security Journal: A Global Perspective. Vol. 26(4), pp. 186-197. Taylor & Francis.
BibTeX:
                                                @article{okoh2017toward,
                                                  author = {Okoh, Ebenezer and Makame, Makame Hamza and Awad, Ali Ismail},
                                                  title = {Toward online education for fingerprint recognition: A proof-of-concept web platform},
                                                  journal = {Information Security Journal: A Global Perspective},
                                                  publisher = {Taylor & Francis},
                                                  year = {2017},
                                                  volume = {26},
                                                  number = {4},
                                                  pages = {186--197}
                                                }
                                                
Kauba C, Piciucco E, Maiorana E, Campisi P and Uhl A (2016), "Advanced Variants of Feature Level Fusion for Finger Vein Recognition", 2016 International Conference of the Biometrics Special Interest Group (BIOSIG), pp. 1-7.
BibTeX:
                                                @inproceedings{kauba2016advanced,
                                                  author = {Kauba, Christof and Piciucco, Emanuela and Maiorana, Emanuele and Campisi, Patrizio and Uhl, Andreas},
                                                  title = {Advanced Variants of Feature Level Fusion for Finger Vein Recognition},
                                                  booktitle = {2016 International Conference of the Biometrics Special Interest Group (BIOSIG)},
                                                  year = {2016},
                                                  pages = {1--7}
                                                }
                                                
Maiorana E, Solé-Casals J and Campisi P (2016), "EEG signal preprocessing for biometric recognition", Machine Vision and Applications. Vol. 27(8), pp. 1351-1360.
BibTeX:
                                                @article{Maiorana2016MVA,
                                                  author = {Maiorana, Emanuele and Solé-Casals, Jordi and Campisi, Patrizio},
                                                  title = {EEG signal preprocessing for biometric recognition},
                                                  journal = {Machine Vision and Applications},
                                                  year = {2016},
                                                  volume = {27},
                                                  number = {8},
                                                  pages = {1351--1360},
                                                  url = {http://dx.doi.org/10.1007/s00138-016-0804-4},
                                                  doi = {10.1007/s00138-016-0804-4}
                                                }
                                                
Gomez-Barrero M, Fierrez J, Galbally J, Maiorana E and Campisi P (2016), "Implementation of Fixed-Length Template Protection Based on Homomorphic Encryption With Application to Signature Biometrics", In Proceedings of The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016. , pp. 191-198.
BibTeX:
                                                @inproceedings{11590_303255,
                                                  author = { Marta Gomez-Barrero and Julian Fierrez and Galbally Jalbally and Maiorana, Emanuele and Campisi, Patrizio },
                                                  title = {Implementation of Fixed-Length Template Protection Based on Homomorphic Encryption With Application to Signature Biometrics},
                                                  booktitle = {Proceedings of The IEEE Conference on Computer Vision and Pattern Recognition (CVPR) Workshops, 2016},
                                                  year = {2016},
                                                  pages = {191--198}
                                                }
                                                
Das R, Piciucco E, Maiorana E and Campisi P (2016), "Visually evoked potentials for EEG biometric recognition", In Proceedings of the 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). , pp. 1-5.
BibTeX:
                                                @inproceedings{11590_303259,
                                                  author = { Das, Rig and Piciucco, Emanuela and Maiorana, Emanuele and Campisi, Patrizio },
                                                  title = {Visually evoked potentials for EEG biometric recognition},
                                                  booktitle = {Proceedings of the 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)},
                                                  year = {2016},
                                                  pages = {1--5},
                                                  doi = {10.1109/SPLIM.2016.7528407}
                                                }
                                                
Piciucco E, Maiorana E, Kauba C, Uhl A and Campisi P (2016), "Cancelable biometrics for finger vein recognition", In Proceedings of the 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE). , pp. 1-5.
BibTeX:
                                                @inproceedings{11590_303257,
                                                  author = { Piciucco, Emanuela and Maiorana, Emanuele and Kauba, Christof and Uhl, Andreas and Campisi, Patrizio },
                                                  title = {Cancelable biometrics for finger vein recognition},
                                                  booktitle = {Proceedings of the 2016 First International Workshop on Sensing, Processing and Learning for Intelligent Machines (SPLINE)},
                                                  year = {2016},
                                                  pages = {1--5},
                                                  doi = {10.1109/SPLIM.2016.7528396}
                                                }
                                                
Das R, Maiorana E and Campisi P (2016), "EEG Biometrics Using Visual Stimuli: A Longitudinal Study", IEEE Signal Processing Letters, March, 2016. Vol. 23(3), pp. 341-345.
BibTeX:
                                                @article{DasMaioranaCampisi2016,
                                                  author = {R. Das and E. Maiorana and P. Campisi},
                                                  title = {EEG Biometrics Using Visual Stimuli: A Longitudinal Study},
                                                  journal = {IEEE Signal Processing Letters},
                                                  year = {2016},
                                                  volume = {23},
                                                  number = {3},
                                                  pages = {341--345},
                                                  url = {http://ieeexplore.ieee.org/stamp/stamp.jsp?arnumber=7377032},
                                                  doi = {10.1109/LSP.2016.2516043}
                                                }
                                                
La Rocca D, Masia V, Maiorana E, Vallauri EL and Campisi P (2016), "Brain response to Information Structure misalignments in linguistic contexts ", Neurocomputing. Vol. 199, pp. 1 - 15. Elsevier.
BibTeX:
                                                @article{LaRocca20161,
                                                  author = {Daria La Rocca and Viviana Masia and Emanuele Maiorana and Edoardo Lombardi Vallauri and Patrizio Campisi},
                                                  title = {Brain response to Information Structure misalignments in linguistic contexts },
                                                  journal = {Neurocomputing },
                                                  year = {2016},
                                                  publisher = {Elsevier},
                                                  volume = {199},
                                                  pages = {1 - 15},
                                                  url = {http://www.sciencedirect.com/science/article/pii/S0925231216003374},
                                                  doi = {10.1016/j.neucom.2016.03.001}
                                                }
                                                
Iula A, Hine GE, Ramalli A, Guidi F and Boni E (2016), "2D and 3D Palmprint Extraction by an Automated Ultrasound System", In Applications in Electronics Pervading Industry, Environment and Society, pp. 83-89. Springer International Publishing.
BibTeX:
                                                @incollection{iula20162d,
                                                  author = {Iula, Antonio and Hine, Gabriel and Ramalli, Alessandro and Guidi, Francesco and Boni, Enrico},
                                                  title = {2D and 3D Palmprint Extraction by an Automated Ultrasound System},
                                                  booktitle = {Applications in Electronics Pervading Industry, Environment and Society},
                                                  publisher = {Springer International Publishing},
                                                  year = {2016},
                                                  pages = {83--89}
                                                }
                                                
Maiorana E, La Rocca D and Campisi P (2016), "Eigenbrains and Eigentensorbrains: Parsimonious bases for EEG biometrics ", Neurocomputing . Vol. 171, pp. 638 - 648.
BibTeX:
                                                @article{Maiorana2016638,
                                                  author = {Emanuele Maiorana and Daria La Rocca and Patrizio Campisi},
                                                  title = {Eigenbrains and Eigentensorbrains: Parsimonious bases for EEG biometrics },
                                                  journal = {Neurocomputing },
                                                  year = {2016},
                                                  volume = {171},
                                                  pages = {638 - 648},
                                                  url = {http://www.sciencedirect.com/science/article/pii/S0925231215009790},
                                                  doi = {10.1016/j.neucom.2015.07.005}
                                                }
                                                
Maiorana E, La Rocca D and Campisi P (2016), "On the Permanence of EEG Signals for Biometric Recognition", IEEE Transactions on Information Forensics and Security. Vol. 11(1), pp. 163-175.
BibTeX:
                                                @article{Maiorana2016a,
                                                  author = {Maiorana, Emanuele and La Rocca, Daria and Campisi, Patrizio},
                                                  title = {On the Permanence of EEG Signals for Biometric Recognition},
                                                  journal = {IEEE Transactions on Information Forensics and Security},
                                                  publisher = {IEEE},
                                                  year = {2016},
                                                  volume = {11},
                                                  number = {1},
                                                  pages = {163--175},
                                                  url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?reload=true&arnumber=7275167},
                                                  doi = {10.1109/TIFS.2015.2481870}
                                                }
                                                
Maiorana E and Campisi P (2016), "High-capacity watermarking of high dynamic range images", EURASIP Journal on Image and Video Processing. Vol. 2016(1), pp. 3.
BibTeX:
                                                @article{Maiorana2016b,
                                                  author = {Maiorana, E and Campisi, P},
                                                  title = {High-capacity watermarking of high dynamic range images},
                                                  journal = {EURASIP Journal on Image and Video Processing},
                                                  year = {2016},
                                                  volume = {2016},
                                                  number = {1},
                                                  pages = {3},
                                                  url = {http://jivp.eurasipjournals.com/content/2016/1/3},
                                                  doi = {10.1186/s13640-015-0100-7}
                                                }
                                                
Maiorana E, La Rocca D and Campisi P (2015), "EEG-based biometric recognition using EigenBrains", In 2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015. , pp. 1-6. Institute of Electrical and Electronics Engineers Inc..
BibTeX:
                                                @inproceedings{11590_299491,
                                                  author = { Maiorana, Emanuele and La Rocca Daria and Campisi, Patrizio },
                                                  title = {EEG-based biometric recognition using EigenBrains},
                                                  booktitle = {2015 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2015},
                                                  publisher = {Institute of Electrical and Electronics Engineers Inc.},
                                                  year = {2015},
                                                  pages = {1--6},
                                                  doi = {10.1109/ICMEW.2015.7169794}
                                                }
                                                
Maiorana E, La Rocca D and Campisi P (2015), "Cognitive biometric cryptosystems a case study on EEG", In 2015 22nd International Conference on Systems, Signals and Image Processing - Proceedings of IWSSIP 2015. , pp. 125-128. Institute of Electrical and Electronics Engineers Inc..
BibTeX:
                                                @inproceedings{11590_303254,
                                                  author = { Maiorana, Emanuele and La Rocca, Daria and Campisi, Patrizio },
                                                  title = {Cognitive biometric cryptosystems a case study on EEG},
                                                  booktitle = {2015 22nd International Conference on Systems, Signals and Image Processing - Proceedings of IWSSIP 2015},
                                                  publisher = {Institute of Electrical and Electronics Engineers Inc.},
                                                  year = {2015},
                                                  pages = {125--128},
                                                  doi = {10.1109/IWSSIP.2015.7314193}
                                                }
                                                
Choudhury B, Das R and Baruah A (2015), "A Novel Steganalysis Method Based on Histogram Analysis", In Advanced Computer and Communication Engineering Technology. Vol. 315, pp. 779-789. Springer International Publishing.
BibTeX:
                                                @incollection{BRdA15,
                                                  author = {Choudhury, B. and Das, R. and Baruah, A.},
                                                  title = {A Novel Steganalysis Method Based on Histogram Analysis},
                                                  booktitle = {Advanced Computer and Communication Engineering Technology},
                                                  publisher = {Springer International Publishing},
                                                  year = {2015},
                                                  volume = {315},
                                                  pages = {779-789},
                                                  url = {http://dx.doi.org/10.1007/978-3-319-07674-4_73},
                                                  doi = {10.1007/978-3-319-07674-4_73}
                                                }
                                                
Choudhury B, Das R and Tuithung T (2015), "A Novel Method for Distributed Image Steganography", In Advanced Computer and Communication Engineering Technology. Vol. 315, pp. 615-625. Springer International Publishing.
BibTeX:
                                                @incollection{BRT15,
                                                  author = {Choudhury, B. and Das, R. and Tuithung, T.},
                                                  title = {A Novel Method for Distributed Image Steganography},
                                                  booktitle = {Advanced Computer and Communication Engineering Technology},
                                                  publisher = {Springer International Publishing},
                                                  year = {2015},
                                                  volume = {315},
                                                  pages = {615-625},
                                                  url = {http://link.springer.com/chapter/10.1007%2F978-3-319-07674-4_73},
                                                  doi = {10.1007/978-3-319-07674-4_58}
                                                }
                                                
Maiorana E, Hine GE and Campisi P (2015), "Hill-Climbing Attacks on Multibiometrics Recognition Systems", IEEE Transactions on Information Forensics and Security., May, 2015. Vol. 10(5), pp. 900-915.
Abstract: Biometric recognition systems, despite the advantages provided with respect to traditional authentication methods, have some peculiar weaknesses which may allow an attacker being falsely recognized or accessing users' personal data. Among such vulnerabilities, in this paper, we speculate on the hill-climbing attack, i.e., the possibility for an attacker to exploit the scores produced by the matcher with the goal of generating synthetic biometric data, which could allow a false acceptance. More in detail, we focus on multibiometrics systems and investigate about the robustness of different system architectures, both parallel and serial fusion schemes, against the hill-climbing attack. Nonuniform quantization is also evaluated as a possible countermeasure for limiting the effectiveness of the considered attacks in terms of recognition success rate and average number of required attempts without affecting the recognition performance.
BibTeX:
                                                @article{hine2015-hill-climging,
                                                  author = {E. Maiorana and G. E. Hine and P. Campisi},
                                                  title = {Hill-Climbing Attacks on Multibiometrics Recognition Systems},
                                                  journal = {IEEE Transactions on Information Forensics and Security},
                                                  year = {2015},
                                                  volume = {10},
                                                  number = {5},
                                                  pages = {900-915},
                                                  doi = {10.1109/TIFS.2014.2384735}
                                                }
                                                
Maiorana E and Campisi P (2015), "Multi-bit watermarking of high dynamic range images based on perceptual models", Security and Communication Networks. Wiley Online Library.
BibTeX:
                                                @article{MaioranaCampisi2015,
                                                  author = {Maiorana, Emanuele and Campisi, Patrizio},
                                                  title = {Multi-bit watermarking of high dynamic range images based on perceptual models},
                                                  journal = {Security and Communication Networks},
                                                  publisher = {Wiley Online Library},
                                                  year = {2015}
                                                }
                                                
Koikara R, Deka D, Gogoi M and Das R (2015), "A Novel Distributed Image Steganography Method Based on Block-DCT", In Advanced Computer and Communication Engineering Technology. Vol. 315, pp. 423-435. Springer International Publishing.
BibTeX:
                                                @incollection{RDMR15,
                                                  author = {Koikara, R. and Deka, D. and Gogoi, M. and Das, R.},
                                                  title = {A Novel Distributed Image Steganography Method Based on Block-DCT},
                                                  booktitle = {Advanced Computer and Communication Engineering Technology},
                                                  publisher = {Springer International Publishing},
                                                  year = {2015},
                                                  volume = {315},
                                                  pages = {423-435},
                                                  url = {http://dx.doi.org/10.1007/978-3-319-07674-4_42},
                                                  doi = {10.1007/978-3-319-07674-4_42}
                                                }
                                                
Das R, Maiorana E, La Rocca D and Campisi P (2015), "EEG biometrics for user recognition using visually evoked potentials", GI-EDITION., In Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI). Vol. P-245, pp. 1-8. Gesellschaft fur Informatik (GI).
BibTeX:
                                                @inproceedings{11590_299512,
                                                  author = { Rig Das and Emanuele Maiorana and La Rocca, Daria and Patrizio Campisi },
                                                  title = {EEG biometrics for user recognition using visually evoked potentials},
                                                  booktitle = {Lecture Notes in Informatics (LNI), Proceedings - Series of the Gesellschaft fur Informatik (GI)},
                                                  journal = {GI-EDITION},
                                                  publisher = {Gesellschaft fur Informatik (GI)},
                                                  year = {2015},
                                                  volume = {P-245},
                                                  pages = {1--8},
                                                  url = {http://subs.emis.de/LNI/Proceedings.html},
                                                  doi = {10.1109/BIOSIG.2015.7314600}
                                                }
                                                
Campisi P and La Rocca D (2014), "Brain waves for automatic biometric based user recognition", IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. Vol. 9, pp. 782-800.
BibTeX:
                                                @article{campisi2014,
                                                  author = {Campisi, P. and La Rocca, D},
                                                  title = {Brain waves for automatic biometric based user recognition},
                                                  journal = {IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY},
                                                  year = {2014},
                                                  volume = {9},
                                                  pages = {782--800},
                                                  url = {http://dx.medra.org/10.1109/TIFS.2014.2308640},
                                                  doi = {10.1109/TIFS.2014.2308640}
                                                }
                                                
Iula A, Hine GE, Ramalli A and Guidi F (2014), "An Improved Ultrasound System for Biometric Recognition Based on Hand Geometry and Palmprint", Procedia Engineering. Vol. 87, pp. 1338-1341. Elsevier.
BibTeX:
                                                @article{iula2014improved,
                                                  author = {Iula, Antonio and Hine, Gabriel and Ramalli, Alessandro and Guidi, Francesco},
                                                  title = {An Improved Ultrasound System for Biometric Recognition Based on Hand Geometry and Palmprint},
                                                  journal = {Procedia Engineering},
                                                  publisher = {Elsevier},
                                                  year = {2014},
                                                  volume = {87},
                                                  pages = {1338--1341}
                                                }
                                                
Iula A, Hine GE, Ramalli A and Guidi F (2014), "Wide 3D ultrasound palmprint for biometric recognition", In Ultrasonics Symposium (IUS), 2014 IEEE International, pp. 1388-1391.
BibTeX:
                                                @inproceedings{iula2014wide,
                                                  author = {Iula, Antonio and Hine, Gabriel Emile and Ramalli, Alessandro and Guidi, Francesco},
                                                  title = {Wide 3D ultrasound palmprint for biometric recognition},
                                                  booktitle = {Ultrasonics Symposium (IUS), 2014 IEEE International},
                                                  year = {2014},
                                                  pages = {1388--1391}
                                                }
                                                
La Rocca D, Campisi P and Scarano G (2014), "Biomedical Engineering Systems and Technologies" Vol. 452, pp. 313-330. SPRINGER.
BibTeX:
                                                @inbook{LaRocca2014,
                                                  author = {La Rocca, Daria and Campisi, Patrizio and Scarano, Gaetano},
                                                  title = {Biomedical Engineering Systems and Technologies},
                                                  publisher = {SPRINGER},
                                                  year = {2014},
                                                  volume = {452},
                                                  pages = {313--330},
                                                  url = {http://dx.medra.org/10.1007/978-3-662-44485-6_22},
                                                  doi = {10.1007/978-3-662-44485-6_22}
                                                }
                                                
La Rocca D, Campisi P, Vegso B, Cserti P, Kozmann G, Babiloni F and De Vico Fallani F(2014), "Human brain distinctiveness based on EEG spectral coherence connectivity", IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING. Vol. 61, pp. 2406-12-2412.
BibTeX:
                                                @article{LaRocca2014a,
                                                  author = {La Rocca, D and Campisi, P. and Vegso B and Cserti P and Kozmann G and Babiloni F and De Vico Fallani F},
                                                  title = {Human brain distinctiveness based on EEG spectral coherence connectivity},
                                                  journal = {IEEE TRANSACTIONS ON BIOMEDICAL ENGINEERING},
                                                  year = {2014},
                                                  volume = {61},
                                                  pages = {2406--12--2412},
                                                  url = {http://dx.medra.org/10.1109/TBME.2014.2317881},
                                                  doi = {10.1109/TBME.2014.2317881}
                                                }
                                                
Maiorana E, Campisi P and Neri A (2014), "IRIS template protection using a digital modulation paradigm", In 2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP). , pp. 3759-3763.
BibTeX:
                                                @inproceedings{11590_283654,
                                                  author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                                  title = {IRIS template protection using a digital modulation paradigm},
                                                  booktitle = {2014 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)},
                                                  year = {2014},
                                                  pages = {3759--3763},
                                                  doi = {10.1109/ICASSP.2014.6854304}
                                                }
                                                
Sharma RK, Mohammad A, Kalita H and Kalita D (2014), "Android interface based GSM home security system", In 2014 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)., Feb, 2014. , pp. 196-201.
BibTeX:
                                                @inproceedings{Kalita14,
                                                  author = {R. K. Sharma and A. Mohammad and H. Kalita and D. Kalita},
                                                  title = {Android interface based GSM home security system},
                                                  booktitle = {2014 International Conference on Issues and Challenges in Intelligent Computing Techniques (ICICT)},
                                                  year = {2014},
                                                  pages = {196-201},
                                                  doi = {10.1109/ICICICT.2014.6781278}
                                                }
                                                
Das R, Dash R and Majhi B (2014), "Hyperspectral Image Classification Based on Quadratic Fisher's Discriminant Analysis and Multi-class Support Vector Machine", IETE Journal of Research. Vol. 60(6), pp. 406-413.
BibTeX:
                                                @article{RRB14,
                                                  author = {Das, R. and Dash, R. and Majhi, B.},
                                                  title = {Hyperspectral Image Classification Based on Quadratic Fisher's Discriminant Analysis and Multi-class Support Vector Machine},
                                                  journal = {IETE Journal of Research},
                                                  year = {2014},
                                                  volume = {60},
                                                  number = {6},
                                                  pages = {406-413},
                                                  url = {http://dx.doi.org/10.1080/03772063.2014.962629},
                                                  doi = {10.1080/03772063.2014.962629}
                                                }
                                                
Campisi P (2013), "Privacy and Security in Biometrics" , pp. 1-23. SPRINGER.
BibTeX:
                                                @inbook{Campisi2013,
                                                  author = {Campisi, Patrizo},
                                                  title = {Privacy and Security in Biometrics},
                                                  publisher = {SPRINGER},
                                                  year = {2013},
                                                  pages = {1--23},
                                                  url = {http://dx.medra.org/10.1007/978-1-4471-5230-9_1},
                                                  doi = {10.1007/978-1-4471-5230-9_1}
                                                }
                                                
Campisi P (2013), "Privacy and Security in Biometrics", Springer.
BibTeX:
                                                @book{campisi2013,
                                                  editor = {Campisi, P.},
                                                  title = {Privacy and Security in Biometrics},
                                                  publisher = {Springer},
                                                  year = {2013}
                                                }
                                                
Campisi P, Maiorana E, Debattista K and Chalmers A (2013), "High Dynamic Range media watermarking issues and challanges", In 21st European Signal Processing Conference (EUSIPCO 2013).
BibTeX:
                                                @inproceedings{11590_160987,
                                                  author = { Campisi P and Maiorana E and Debattista K and Chalmers A },
                                                  title = {High Dynamic Range media watermarking issues and challanges},
                                                  booktitle = {21st European Signal Processing Conference (EUSIPCO 2013)},
                                                  year = {2013},
                                                  url = {http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6811693&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6811693}
                                                }
                                                
Campisi P, La Rocca D and Scarano G (2013), "On the Repeatability of EEG Features in a Biometric Recognition Framework Using a Resting State Protocol", In Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2013). , pp. 419-428.
BibTeX:
                                                @inproceedings{11590_183355,
                                                  author = { Campisi P and La Rocca D and Scarano G },
                                                  title = {On the Repeatability of EEG Features in a Biometric Recognition Framework Using a Resting State Protocol},
                                                  booktitle = {Proceedings of the International Conference on Bio-inspired Systems and Signal Processing (BIOSTEC 2013)},
                                                  year = {2013},
                                                  pages = {419--428},
                                                  doi = {10.5220/0004339104190428}
                                                }
                                                
Iula A, Hine GE, Ramalli A, Guidi F, Boni E, Savoia AS and Caliano G (2013), "An enhanced Ultrasound technique for 3D Palmprint Recognition", In Ultrasonics Symposium (IUS), 2013 IEEE International, pp. 978-981.
BibTeX:
                                                @inproceedings{iula2013enhanced,
                                                  author = {Iula, Antonio and Hine, Gabriel Emile and Ramalli, Alessandro and Guidi, Francesco and Boni, Enrico and Savoia, Alessandro Stuart and Caliano, Giosue},
                                                  title = {An enhanced Ultrasound technique for 3D Palmprint Recognition},
                                                  booktitle = {Ultrasonics Symposium (IUS), 2013 IEEE International},
                                                  year = {2013},
                                                  pages = {978--981}
                                                }
                                                
La Rocca D, Campisi P and Solé-Casals J (2013), "EEG Based User Recognition Using BUMP Modeling", In International Conference of the Biometrics Special Interest Group (BIOSIG), 2013. Gesellschaft fýr Informatik e.V. (GI).
BibTeX:
                                                @inproceedings{11590_185333,
                                                  author = { La Rocca D and Campisi P and Solé-Casals J },
                                                  title = {EEG Based User Recognition Using BUMP Modeling},
                                                  booktitle = {International Conference of the Biometrics Special Interest Group (BIOSIG), 2013},
                                                  publisher = {Gesellschaft fýr Informatik e.V. (GI)},
                                                  year = {2013},
                                                  url = {http://ieeexplore.ieee.org/xpl/login.jsp?tp=&arnumber=6617154&url=http%3A%2F%2Fieeexplore.ieee.org%2Fxpls%2Fabs_all.jsp%3Farnumber%3D6617154}
                                                }
                                                
Maiorana E, Hine G E and Campisi P (2013), "Hill-climbing attack: Parametric optimization and possible countermeasures. An application to on-line signature recognition", In Proceedings of the International Conference on Biometrics (ICB), 2013.
BibTeX:
                                                @inproceedings{11590_169004,
                                                  author = { Maiorana E and Hine G E and Campisi P },
                                                  title = {Hill-climbing attack: Parametric optimization and possible countermeasures. An application to on-line signature recognition},
                                                  booktitle = {Proceedings of the International Conference on Biometrics (ICB), 2013},
                                                  year = {2013},
                                                  doi = {10.1109/ICB.2013.6612961}
                                                }
                                                
Maiorana E, Hine GE, Rocca DL and Campisi P (2013), "On the vulnerability of an EEG-based biometric system to hill-climbing attacks algorithms' comparison and possible countermeasures", In 2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS)., Sep., 2013. , pp. 1-6.
Abstract: In this paper we analyze the vulnerability to hill-climbing attacks of a biometric recognition system based on electroencephalography (EEG). It is assumed that an attacker can access the scores produced by the employed matcher, and use them to control the generation of synthetic EEG templates until achieving a successful authentication. To this aim, different general approaches relying on function optimization are evaluated and compared in terms of authentication success rate and average number of required attempts. The possibility of increasing the system robustness against this kind of attacks, without significantly affecting its recognition performance, is also investigated.
BibTeX:
                                                @inproceedings{maiorana2013-btas
                                                ,
                                                  author = {E. Maiorana and G. E. Hine and D. L. Rocca and P. Campisi},
                                                  title = {On the vulnerability of an EEG-based biometric system to hill-climbing attacks algorithms' comparison and possible countermeasures},
                                                  booktitle = {2013 IEEE Sixth International Conference on Biometrics: Theory, Applications and Systems (BTAS)},
                                                  year = {2013},
                                                  pages = {1-6},
                                                  doi = {10.1109/BTAS.2013.6712726}
                                                }
                                                
Das R and Tuithung T (2013), "A review on “A Novel Technique for Image Steganography Based on Block-DCT and Huffman Encoding", In 4th SPIE International Conference on Graphics and Image Processing (ICGIP-2012). Vol. 8768, pp. 1-5.
BibTeX:
                                                @inproceedings{RDTT13,
                                                  author = {Das, R. and Tuithung, T.},
                                                  title = {A review on “A Novel Technique for Image Steganography Based on Block-DCT and Huffman Encoding�?},
                                                  booktitle = {4th SPIE International Conference on Graphics and Image Processing (ICGIP-2012)},
                                                  year = {2013},
                                                  volume = {8768},
                                                  pages = {1-5},
                                                  url = { http://dx.doi.org/10.1117/12.2009430},
                                                  doi = {10.1117/12.2009430}
                                                }
                                                
Solachidis V, Maiorana E and Campisi P (2013), "HDR image multi-bit watermarking using bilateral-filtering-based masking", In Proc. SPIE 8655, Image Processing: Algorithms and Systems XI,. Vol. 8655 SPIE.
BibTeX:
                                                @inproceedings{11590_185319,
                                                  author = { Solachidis V and Maiorana E and Campisi P },
                                                  title = {HDR image multi-bit watermarking using bilateral-filtering-based masking},
                                                  booktitle = {Proc. SPIE 8655, Image Processing: Algorithms and Systems XI,},
                                                  publisher = {SPIE},
                                                  year = {2013},
                                                  volume = {8655},
                                                  url = {http://spie.org/Publications/Proceedings/Paper/10.1117/12.2005240},
                                                  doi = {10.1117/12.2005240}
                                                }
                                                
Solachidis V, Maiorana E, Campisi P and Banterle F (2013), "HDR Image Watermarking based on Bracketing Decomposition", In IEEE 29th. International Conference on Digital Signal Processing 2013 (DSP 13). IEEE.
BibTeX:
                                                @inproceedings{11590_160957,
                                                  author = { Solachidis V and Maiorana E and Campisi P and Banterle F },
                                                  title = {HDR Image Watermarking based on Bracketing Decomposition},
                                                  booktitle = {IEEE 29th. International Conference on Digital Signal Processing 2013 (DSP 13)},
                                                  publisher = {IEEE},
                                                  year = {2013},
                                                  url = {10.1109/ICDSP.2013.6622687},
                                                  doi = {10.1109/ICDSP.2013.6622687}
                                                }
                                                
Solachidis V, Maiorana E and Campisi P (2013), "Robust multi-bit watermarking for HDR images in the Radon-DCT domain", In Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis (ISPA), 2013.
BibTeX:
                                                @inproceedings{11590_174357,
                                                  author = { Solachidis V and Maiorana E and Campisi P },
                                                  title = {Robust multi-bit watermarking for HDR images in the Radon-DCT domain},
                                                  booktitle = {Proceedings of the 8th International Symposium on Image and Signal Processing and Analysis (ISPA), 2013},
                                                  year = {2013},
                                                  doi = {10.1109/ISPA.2013.6703754}
                                                }
                                                
Argones Rua E, Maiorana E, Jl AC and Campisi P (2012), "Biometric Template Protection Using Universal Background Models: An Application to Online Signature", IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY. Vol. 7, pp. 269-282.
BibTeX:
                                                @article{argones2012,
                                                  author = {Argones, Rua, E and Maiorana, E and Alba Castro Jl and Campisi, P.},
                                                  title = {Biometric Template Protection Using Universal Background Models: An Application to Online Signature},
                                                  journal = {IEEE TRANSACTIONS ON INFORMATION FORENSICS AND SECURITY},
                                                  year = {2012},
                                                  volume = {7},
                                                  pages = {269--282},
                                                  url = {http://dx.medra.org/10.1109/TIFS.2011.2168213},
                                                  doi = {10.1109/TIFS.2011.2168213}
                                                }
                                                
Campisi P, D. La Rocca and Scarano G (2012), "EEG for Automatic Person Recognition", COMPUTER. Vol. 45, pp. 87-89.
BibTeX:
                                                @article{campisi2012,
                                                  author = {Campisi, P. and D. La Rocca, and G. Scarano},
                                                  title = {EEG for Automatic Person Recognition},
                                                  journal = {COMPUTER},
                                                  year = {2012},
                                                  volume = {45},
                                                  pages = {87--89},
                                                  url = {http://dx.medra.org/10.1109/MC.2012.233},
                                                  doi = {10.1109/MC.2012.233}
                                                }
                                                
La Rocca D, Campisi P and Scarano G (2012), "EEG biometrics for individual recognition in resting state with closed eyes", In Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2012.
BibTeX:
                                                @inproceedings{11590_160175,
                                                  author = { La Rocca D and Campisi P and Scarano G },
                                                  title = {EEG biometrics for individual recognition in resting state with closed eyes},
                                                  booktitle = {Proceedings of the International Conference of the Biometrics Special Interest Group (BIOSIG), 2012},
                                                  year = {2012}
                                                }
                                                
Maiorana E, Blasi D and Campisi P (2012), "Biometric Template Protection using Turbo Codes and Modulation Constellations", In Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS), 2012.
BibTeX:
                                                @inproceedings{11590_160986,
                                                  author = { Maiorana E and Blasi D and Campisi P },
                                                  title = {Biometric Template Protection using Turbo Codes and Modulation Constellations},
                                                  booktitle = {Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS), 2012},
                                                  year = {2012},
                                                  doi = {10.1109/WIFS.2012.6412620}
                                                }
                                                
Papari G, Campisi P and Petkov N (2012), "New families of Fourier Eigenfunctions using steerable filters", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 21, pp. 2931-2943.
BibTeX:
                                                @article{Papari2012,
                                                  author = {G. Papari and Campisi, P. and N. Petkov},
                                                  title = {New families of Fourier Eigenfunctions using steerable filters},
                                                  journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                                  year = {2012},
                                                  volume = {21},
                                                  pages = {2931--2943},
                                                  url = {http://dx.medra.org/10.1109/TIP.2011.2179060},
                                                  doi = {10.1109/TIP.2011.2179060}
                                                }
                                                
Das R and Tuithung T (2012), "A novel steganography method for image based on Huffman Encoding", In 3rd IEEE National Conference on Emerging Trends and Applications in Computer Science (NCETACS), March, 2012, pp. 14-18.
BibTeX:
                                                @inproceedings{RT12,
                                                  author = {Das, R. and Tuithung, T.},
                                                  title = {A novel steganography method for image based on Huffman Encoding},
                                                  booktitle = {3rd IEEE National Conference on Emerging Trends and Applications in Computer Science (NCETACS)},
                                                  year = {2012},
                                                  pages = {14-18},
                                                  doi = {10.1109/NCETACS.2012.6203290}
                                                }
                                                
Rua E A, Maiorana E, Castro J L A and Campisi P (2012), "Feature fusion for template stability in biometric cryptosystems. An application to face biometrics based on eigen-models", In Proceedings of the IEEE First AESS European Conference on Satellite Telecommunications (ESTEL), 2012.
BibTeX:
                                                @inproceedings{11590_174358,
                                                  author = { Rua E A and Maiorana E and Castro J L A and Campisi P },
                                                  title = {Feature fusion for template stability in biometric cryptosystems. An application to face biometrics based on eigen-models},
                                                  booktitle = {Proceedings of the IEEE First AESS European Conference on Satellite Telecommunications (ESTEL), 2012},
                                                  year = {2012},
                                                  doi = {10.1109/ESTEL.2012.6400114}
                                                }
                                                
Campisi P, Scarano G, Babiloni F, Vico FFD, Colonnese S, Maiorana E and Forastiere LL (2011), "Brain waves based user recognition using the Eyes Closed Resting Conditions protocol", In Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS), 2011. , pp. 1-6.
BibTeX:
                                                @inproceedings{11590_170829,
                                                  author = { Campisi P and Scarano G and Babiloni F and Fallani F De Vico and Colonnese S and Maiorana E and Lforastiere L Forastiere },
                                                  title = {Brain waves based user recognition using the Eyes Closed Resting Conditions protocol},
                                                  booktitle = {Proceedings of the IEEE International Workshop on Information Forensics and Security (WIFS), 2011},
                                                  year = {2011},
                                                  pages = {1--6},
                                                  doi = {10.1109/WIFS.2011.6123138}
                                                }
                                                
Campisi P, Maiorana E and Neri A (2011), "Encyclopedia of Cryptography and Security" Berlin , pp. 1208-1210. Springer.
BibTeX:
                                                @inbook{Campisi2011,
                                                  author = {Campisi, P. and Maiorana, E and Neri, A},
                                                  title = {Encyclopedia of Cryptography and Security},
                                                  publisher = {Springer},
                                                  year = {2011},
                                                  pages = {1208--1210}
                                                }
                                                
Campisi P, E. Maiorana, Mouchere H, Viard-Gaudin C and Neri A (2011), "Encyclopedia of Cryptography and Security" ,
BibTeX:
                                                @inbook{campisi2011-1,
                                                  author = {Campisi, P. and E. Maiorana, and H. Mouchere and C. Viard-Gaudin and and A. Neri},
                                                  title = {Encyclopedia of Cryptography and Security},
                                                  year = {2011},

                                                }
                                                
Campisi P and Neri A (2011), "Encyclopedia of Cryptography and Security" SPRINGER.
BibTeX:
                                                @inbook{campisi2011-2,
                                                  author = {Campisi, P. and A. Neri},
                                                  title = {Encyclopedia of Cryptography and Security},
                                                  publisher = {SPRINGER},
                                                  year = {2011},

                                                }
                                                
Maiorana E, Campisi P and Neri A (2011), "New Technologies for Digital Crime and Forensics: Devices, Applications and Software" HERSHEY PA , pp. 290-315. IGI Global.
BibTeX:
                                                @inbook{maiorana2011,
                                                  author = {Maiorana, E and Campisi, P. and Neri, A},
                                                  title = {New Technologies for Digital Crime and Forensics: Devices, Applications and Software},
                                                  publisher = {IGI Global},
                                                  year = {2011},
                                                  pages = {290--315},
                                                  url = {http://dx.medra.org/10.4018/978-1-60960-515-5},
                                                  doi = {10.4018/978-1-60960-515-5}
                                                }
                                                
Maiorana E, Campisi P, Gonzalez-Carballo N and Neri A (2011), "Keystroke Dynamics Authentication for Mobile Phones", In 26th ACM Symposium On Applied Computing.
BibTeX:
                                                @inproceedings{11590_182398,
                                                  author = { Maiorana, Emanuele and Campisi, Patrizio and Gonzalez-Carballo N and Neri, Alessandro },
                                                  title = {Keystroke Dynamics Authentication for Mobile Phones},
                                                  booktitle = {26th ACM Symposium On Applied Computing},
                                                  year = {2011},
                                                  url = {http://dl.acm.org/citation.cfm?doid=1982185.1982190},
                                                  doi = {10.1145/1982185.1982190}
                                                }
                                                
Maiorana E, Argones Rua E, Castro AJ and Campisi P (2011), "Eigen-model Projections for Protected On-line Signature Recognition", In Proceedings of the COST 2101 European Workshop, BioID 2011,.
BibTeX:
                                                @inproceedings{11590_169954,
                                                  author = { Maiorana E and Argones Rua E and Alba JL Castro and Campisi P },
                                                  title = {Eigen-model Projections for Protected On-line Signature Recognition},
                                                  booktitle = {Proceedings of the COST 2101 European Workshop, BioID 2011,},
                                                  year = {2011}
                                                }
                                                
Barkowsky M, Campisi P, Callet PL and Rizzo V (2010), "Crosstalk measurement and mitigation for autostereoscopic displays", In Proc. SPIE 7526, Three-Dimensional Image Processing (3DIP) and Applications,. Vol. 7526
BibTeX:
                                                @inproceedings{11590_178030,
                                                  author = { M Barkowsky and Campisi P and P Le Callet and Vito Rizzo },
                                                  title = {Crosstalk measurement and mitigation for autostereoscopic displays},
                                                  booktitle = {Proc. SPIE 7526, Three-Dimensional Image Processing (3DIP) and Applications,},
                                                  year = {2010},
                                                  volume = {7526},
                                                  doi = {10.1117/12.839184}
                                                }
                                                
Campisi P, E. Maiorana and Neri A (2010), "of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions" HERSHEY -- USA IGI Global,.
BibTeX:
                                                @inbook{campisi2010,
                                                  author = {Campisi, P. and E. Maiorana, and AND A. Neri},
                                                  title = {of Research on Computational Forensics, Digital Crime and Investigation: Methods and Solutions},
                                                  publisher = {IGI Global,},
                                                  year = {2010}
                                                }
                                                
Maiorana E and Campisi P (2010), "Fuzzy Commitment for Function Based Signature Template Protection", IEEE SIGNAL PROCESSING LETTERS. Vol. 17, pp. 249-252.
BibTeX:
                                                @article{maiorana2010,
                                                  author = {Maiorana, E and Campisi, P.},
                                                  title = {Fuzzy Commitment for Function Based Signature Template Protection},
                                                  journal = {IEEE SIGNAL PROCESSING LETTERS},
                                                  year = {2010},
                                                  volume = {17},
                                                  pages = {249--252},
                                                  url = {http://dx.medra.org/10.1109/LSP.2009.2038111},
                                                  doi = {10.1109/LSP.2009.2038111}
                                                }
                                                
Maiorana E, Campisi P, Fierrez J, Ortega Garcia J and Neri A (2010), "Cancelable Templates for Sequence Based Biometrics with Application to On-line Signature Recognition", IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS. Vol. 40, N. 3, pp. 525-538.
BibTeX:
                                                @article{maiorana2010-1,
                                                  author = {Maiorana, E. and Campisi, P. and Fierrez, J. and Ortega Garcia, J. and Neri, A.},
                                                  title = {Cancelable Templates for Sequence Based Biometrics with Application to On-line Signature Recognition},
                                                  journal = {IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART A-SYSTEMS AND HUMANS},
                                                  year = {2010},
                                                  volume = {40},
                                                  number = {3},
                                                  pages = {525--538},
                                                  url = {http://dx.medra.org/10.1109/TSMCA.2010.2041653},
                                                  doi = {10.1109/TSMCA.2010.2041653}
                                                }
                                                
Maiorana E (2010), "Biometric cryptosystem using function based on-line signature recognition ", Expert Systems with Applications . Vol. 37(4), pp. 3454 - 3461.
BibTeX:
                                                @article{Maiorana20103454,
                                                  author = {Emanuele Maiorana},
                                                  title = {Biometric cryptosystem using function based on-line signature recognition },
                                                  journal = {Expert Systems with Applications },
                                                  year = {2010},
                                                  volume = {37},
                                                  number = {4},
                                                  pages = {3454 - 3461},
                                                  url = {http://www.sciencedirect.com/science/article/pii/S0957417409009099},
                                                  doi = {10.1016/j.eswa.2009.10.043}
                                                }
                                                
Nanni L, Maiorana E, A L and Campisi P (2010), "Combining local, regional and global matchers for a template protected on-line signature verification system", EXPERT SYSTEMS WITH APPLICATIONS. Vol. 37, pp. 3676-3684.
BibTeX:
                                                @article{nanni2010,
                                                  author = {Nanni, L and Maiorana, E and Lumini A and Campisi, P.},
                                                  title = {Combining local, regional and global matchers for a template protected on-line signature verification system},
                                                  journal = {EXPERT SYSTEMS WITH APPLICATIONS},
                                                  year = {2010},
                                                  volume = {37},
                                                  pages = {3676--3684},
                                                  url = {http://dx.medra.org/10.1016/j.eswa.2009.10.023},
                                                  doi = {10.1016/j.eswa.2009.10.023}
                                                }
                                                
A. Neri, D. Blasi, Campisi P and Maiorana E (2010), "Joint authentication and forward error correction of still images", In European Signal Processing Conference, EUSIPCO 2010,
BibTeX:
                                                @inproceedings{neri2010,
                                                  author = {A. Neri, and D. Blasi, and Campisi, P. and E. Maiorana},
                                                  title = {Joint authentication and forward error correction of still images},
                                                  booktitle = {European Signal Processing Conference, EUSIPCO 2010},
                                                  year = {2010},

                                                }
                                                
A. Neri, Campisi P, E. Maiorana and Battisti F (2010), "3D Video Enhancement based on human visual system characteristics", In Fifth International Conference on Video Processing and Quality Metrics for Consumer Electronics, VPQM 2010, January, 2010,
BibTeX:
                                                @inproceedings{neri2010-1,
                                                  author = {A. Neri, and Campisi, P. and E. Maiorana, and F. Battisti},
                                                  title = {3D Video Enhancement based on human visual system characteristics},
                                                  booktitle = {Fifth International Conference on Video Processing and Quality Metrics for Consumer Electronics, VPQM 2010},
                                                  year = {2010},

                                                }
                                                
Campisi P, E. Maiorana and Neri A (2009), "Privacy Protection In Social Media Networks A Dream That Can Come True?", In 16th International Conference on Digital signal Processing, DSP 2009,
BibTeX:
                                                @inproceedings{campisi2009,
                                                  author = {Campisi, P. and E. Maiorana, and and A. Neri},
                                                  title = {Privacy Protection In Social Media Networks A Dream That Can Come True?},
                                                  booktitle = {16th International Conference on Digital signal Processing, DSP 2009},
                                                  year = {2009},

                                                }
                                                
Campisi P, E. Maiorana and Neri A (2009), "Encyclopedia of Biometrics"
BibTeX:
                                                @inbook{Campisi2009,
                                                  author = {Campisi, P. and E. Maiorana, and A. Neri},
                                                  title = {Encyclopedia of Biometrics},
                                                  year = {2009}
                                                }
                                                
Campisi P, E. Maiorana, Teri EMD and Neri A (2009), "Challenges To Long Term Digital Preservation. A Glimpse Of The Italian Experience", In 16th International Conference on Digital Signal Processing, DSP 2009, July, 2009,
BibTeX:
                                                @inproceedings{campisi2009-1,
                                                  author = {Campisi, P. and E. Maiorana, and Enrica Massella Ducci Teri and and A. Neri},
                                                  title = {Challenges To Long Term Digital Preservation. A Glimpse Of The Italian Experience},
                                                  booktitle = {16th International Conference on Digital Signal Processing, DSP 2009},
                                                  year = {2009},

                                                }
                                                
Campisi P, E. Maiorana and Neri A (2009), "Encyclopedia of Biometrics" NEW YORK -- USA Springer.
BibTeX:
                                                @inbook{campisi2009-2,
                                                  author = {Campisi, P. and E. Maiorana, and A. Neri},
                                                  title = {Encyclopedia of Biometrics},
                                                  publisher = {Springer},
                                                  year = {2009},

                                                }
                                                
Campisi P, E. Maiorana and Neri A (2009), "Biometrics: Theory, Methods, and Applications"
BibTeX:
                                                @inbook{Campisi2009a,
                                                  author = {Campisi, P. and E. Maiorana, and AND A. Neri},
                                                  title = {Biometrics: Theory, Methods, and Applications},
                                                  year = {2009}
                                                }
                                                
Campisi P, E. Maiorana and Neri A (2009), "User Authentication using keystroke dynamics for cellular phones", IET SIGNAL PROCESSING. Vol. 3, pp. 333-341.
BibTeX:
                                                @article{Campisi2009b,
                                                  author = {Campisi, P. and E. Maiorana, and A. Neri},
                                                  title = {User Authentication using keystroke dynamics for cellular phones},
                                                  journal = {IET SIGNAL PROCESSING},
                                                  year = {2009},
                                                  volume = {3},
                                                  pages = {333--341},
                                                  url = {http://dx.medra.org/10.1049/iet-spr.2008.0171},
                                                  doi = {10.1049/iet-spr.2008.0171}
                                                }
                                                
Maiorana E, Campisi P and Neri A (2009), "Template Protection and Renewability for Dynamic Time Warping based Biometric Signature Verification", INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS. Vol. 1,
BibTeX:
                                                @article{maiorana2009,
                                                  author = {Maiorana, E. and Campisi, P. and Neri, A.},
                                                  title = {Template Protection and Renewability for Dynamic Time Warping based Biometric Signature Verification},
                                                  journal = {INTERNATIONAL JOURNAL OF DIGITAL CRIME AND FORENSICS},
                                                  year = {2009},
                                                  volume = {1},

                                                }
                                                
E. Maiorana, Campisi P and Neri A (2009), "Template Protection For Dynamic Time Warping Based Biometric Signature Authentication", In 16th International Conference on Digital signal Processing, DSP 2009, July, 2009,
BibTeX:
                                                @inproceedings{maiorana2009-1,
                                                  author = {E. Maiorana, and Campisi, P. and and A. Neri},
                                                  title = {Template Protection For Dynamic Time Warping Based Biometric Signature Authentication},
                                                  booktitle = {16th International Conference on Digital signal Processing, DSP 2009},
                                                  year = {2009},

                                                }
                                                
E. Maiorana, Campisi P and Neri A (2009), "Multi-matcher Dynamic Signature Recognition with Protected and Renewable Templates", In IEEE International Conference on Biometrics, Identity & Security (BIdS),
BibTeX:
                                                @inproceedings{maiorana2009a,
                                                  author = {E. Maiorana, and Campisi, P. and and A. Neri},
                                                  title = {Multi-matcher Dynamic Signature Recognition with Protected and Renewable Templates},
                                                  booktitle = {IEEE International Conference on Biometrics, Identity & Security (BIdS)},
                                                  year = {2009},

                                                }
                                                
E. Maiorana, Campisi P and Neri A (2009), "Feature Selection and Binarization for On-line Signature Recognition", In The 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), June, 2009,
BibTeX:
                                                @inproceedings{maiorna2009-2,
                                                  author = {E. Maiorana, and Campisi, P. and and A. Neri},
                                                  title = {Feature Selection and Binarization for On-line Signature Recognition},
                                                  booktitle = {The 3rd IAPR/IEEE International Conference on Biometrics (ICB 2009), },
                                                  year = {2009},

                                                }
                                                
L. Nanni, E. Maiorana, Lumini A and Campisi P (2009), "Biometrics: Methods, Applications and Analyses" Nova Science Publishers, Inc.
BibTeX:
                                                @inbook{nanni2009,
                                                  author = {L. Nanni, and E. Maiorana, and A. Lumini and Campisi, P.},
                                                  title = {Biometrics: Methods, Applications and Analyses},
                                                  publisher = {Nova Science Publishers, Inc.},
                                                  year = {2009},

                                                }
                                                
Papari G, Campisi P, Callet PL and Petkov N (2009), "Artistic Stereo Imaging By Edge Preserving Smoothing", In IEEE 2009 Digital Signal Processing & Signal Processing Education Workshop, January, 2009,
BibTeX:
                                                @inproceedings{papari2009,
                                                  author = {G. Papari and Campisi, P. and P. Le Callet and N. Petkov},
                                                  title = {Artistic Stereo Imaging By Edge Preserving Smoothing},
                                                  booktitle = {IEEE 2009 Digital Signal Processing & Signal Processing Education Workshop},
                                                  year = {2009},

                                                }
                                                
Le Callet P, Autrusseau F and Campisi P (2008), "Visibility control and Quality assessment of watermarking and data hiding algorithms", In Multimedia Forensics and Security. HERSHEY PA , pp. 163-191. IGI Global.
BibTeX:
                                                @inbook{11590_167004,
                                                  author = { Le Callet, P and Autrusseau, F and Campisi, Patrizio },
                                                  title = {Visibility control and Quality assessment of watermarking and data hiding algorithms},
                                                  booktitle = {Multimedia Forensics and Security},
                                                  publisher = {IGI Global},
                                                  year = {2008},
                                                  pages = {163--191}
                                                }
                                                
Benoit A, Le Callet P, Campisi P and Cousseau R (2008), "Quality assessment of stereoscopic images", EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING.
BibTeX:
                                                @article{11590_157357,
                                                  author = { Benoit, A and Le Callet, P and Campisi, Patrizio and Cousseau, R },
                                                  title = {Quality assessment of stereoscopic images},
                                                  journal = {EURASIP JOURNAL ON IMAGE AND VIDEO PROCESSING},
                                                  year = {2008},
                                                  doi = {10.1155/2008/659024}
                                                }
                                                
Benoit A, Le Callet P, Campisi P and Cousseau R (2008), "Using disparity for quality assessment of stereoscopic images", In IEEE international conference on Image Processing, (ICIP 2008). , pp. 389-392.
BibTeX:
                                                @inproceedings{11590_176825,
                                                  author = { Benoit, A and Le Callet, P and Campisi, Patrizio and Cousseau, R },
                                                  title = {Using disparity for quality assessment of stereoscopic images},
                                                  booktitle = {IEEE international conference on Image Processing, (ICIP 2008)},
                                                  year = {2008},
                                                  pages = {389--392},
                                                  doi = {10.1109/ICIP.2008.4711773}
                                                }
                                                
BibTeX:
                                                @inbook{callet2008,
                                                  author = {P. Le Callet and F. Autrusseau and Campisi, P.},
                                                  title = {Multimedia Forensics and Security},
                                                  publisher = {IGI Global},
                                                  year = {2008},
                                                  pages = {163--191}
                                                }
                                                
Campisi P, E. Maiorana, A. Neri and Scarano G (2008), "Video Textures Modeling and Synthesis using Fractal Processes", IET IMAGE PROCESSING. Vol. 2, pp. 1-17.
BibTeX:
                                                @article{campisi2008,
                                                  author = {Campisi, P. and E. Maiorana, and A. Neri, and G. Scarano},
                                                  title = {Video Textures Modeling and Synthesis using Fractal Processes},
                                                  journal = {IET IMAGE PROCESSING},
                                                  year = {2008},
                                                  volume = {2},
                                                  pages = {1--17},
                                                  url = {http://dx.medra.org/10.1049/iet-ipr:20065010},
                                                  doi = {10.1049/iet-ipr:20065010}
                                                }
                                                
Campisi P (2008), "Object oriented stereo image digital watermarking", JOURNAL OF ELECTRONIC IMAGING. Vol. 17,
BibTeX:
                                                    @article{campisi2008-1,

                                          author = {Campisi, P.},

                                          title = {Object oriented stereo image digital watermarking},

                                          journal = {JOURNAL OF ELECTRONIC IMAGING},

                                          year = {2008},

                                          volume = {17},

                                          ,

                                          url = {http://dx.medra.org/10.1117/1.3009554},

                                          doi = {10.1117/1.3009554}

                                        }

                                        
Maiorana E, Campisi P and Neri A (2008), "User Adaptive Fuzzy Commitment for Signature Templates Protection and Renewability", JOURNAL OF ELECTRONIC IMAGING. Vol. 17 Issue: 1 Jan-March 2008
BibTeX:
                                        @article{11590_146290,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {User Adaptive Fuzzy Commitment for Signature Templates Protection and Renewability},
                                          journal = {JOURNAL OF ELECTRONIC IMAGING},
                                          year = {2008},
                                          volume = {17 Issue: 1 Jan-March 2008},
                                          doi = {10.1117/1.2885239}
                                        }
                                        
Ercole C, Campisi P and Neri A (2008), "Bayesian anisotropic denoising in the Laguerre Gauss domain", In Image Processing: Algorithms and Systems VII. Vol. 6812
BibTeX:
                                        @inproceedings{11590_172573,
                                          author = { Ercole, C and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Bayesian anisotropic denoising in the Laguerre Gauss domain},
                                          booktitle = {Image Processing: Algorithms and Systems VII},
                                          year = {2008},
                                          volume = {6812},
                                          doi = {10.1117/12.768024}
                                        }
                                        
Maiorana E, Campisi P and Neri A (2008), "On-line signature authentication: user adaptive template protection and renewability", In SPIE Proceedings Vol. 6982 Mobile Multimedia/Image Processing, Security, and Applications 2008.
BibTeX:
                                        @inproceedings{11590_170810,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {On-line signature authentication: user adaptive template protection and renewability},
                                          booktitle = {SPIE Proceedings Vol. 6982 Mobile Multimedia/Image Processing, Security, and Applications 2008},
                                          year = {2008},
                                          doi = {10.1117/12.784538}
                                        }
                                        
Maiorana E, Campisi P, Ortega-Garcia J and Neri A (2008), "Cancelable biometrics for HMM-based signature recognition", In BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems. , pp. 1-6. Best Student Paper Award
BibTeX:
                                        @inproceedings{11590_304858,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Ortega-Garcia, Javier and Neri, Alessandro },
                                          title = {Cancelable biometrics for HMM-based signature recognition},
                                          booktitle = {BTAS 2008 - IEEE 2nd International Conference on Biometrics: Theory, Applications and Systems},
                                          year = {2008},
                                          pages = {1--6},
                                          doi = {10.1109/BTAS.2008.4699360}
                                        }
                                        
Maiorana E, Campisi P and Neri A (2008), "Template protection for on-line signature-based recognition systems", LECTURE NOTES IN COMPUTER SCIENCE., In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 5372, pp. 170-180.
BibTeX:
                                        @inproceedings{11590_304623,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Template protection for on-line signature-based recognition systems},
                                          booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
                                          journal = {LECTURE NOTES IN COMPUTER SCIENCE},
                                          year = {2008},
                                          volume = {5372},
                                          pages = {170--180},
                                          doi = {10.1007/978-3-540-89991-4_18}
                                        }
                                        
Maiorana E, Martinez-Diaz M, Campisi P, Ortega-Garcia J and Neri A (2008), "Template protection for HMM-based on-line signature authentication", In IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008. CVPR Workshops 2008. , pp. 1-6. IEEE.
BibTeX:
                                        @inproceedings{11590_180791,
                                          author = { Maiorana, Emanuele and Martinez-Diaz, M and Campisi, Patrizio and Ortega-Garcia, Javier and Neri, Alessandro },
                                          title = {Template protection for HMM-based on-line signature authentication},
                                          booktitle = {IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, 2008. CVPR Workshops 2008},
                                          publisher = {IEEE},
                                          year = {2008},
                                          pages = {1--6},
                                          doi = {10.1109/CVPRW.2008.4563114}
                                        }
                                        
Neri A, Blasi D, Gizzi L and Campisi P (2008), "Joint Security And Channel Coding For OFDM Communications", EUROPEAN SIGNAL PROCESSING CONFERENCE., In Proc. of 16 th European Signal Processing Conference (EUSIPCO 2008).
BibTeX:
                                        @inproceedings{11590_180194,
                                          author = { Neri, Alessandro and Blasi, Daniele and Gizzi, L and Campisi, Patrizio},
                                          title = {Joint Security And Channel Coding For OFDM Communications},
                                          booktitle = {Proc. of 16 th European Signal Processing Conference (EUSIPCO 2008)},
                                          journal = {EUROPEAN SIGNAL PROCESSING CONFERENCE},
                                          year = {2008}
                                        }
                                        
Blasi D, Campisi P and Neri A (2007), "OFDM securitization by phase carrier random offset", In Proceedings of SPIE, Vol. 6579, Mobile Multimedia/Image Processing for Military and Security Applications 2007, Sos S. Agaian; Sabah A. Jassim, Editors, 65790T.
BibTeX:
                                        @inproceedings{11590_179208,
                                          author = { Blasi, Daniele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {OFDM securitization by phase carrier random offset},
                                          booktitle = {Proceedings of SPIE, Vol. 6579, Mobile Multimedia/Image Processing for Military and Security Applications 2007, Sos S. Agaian; Sabah A. Jassim, Editors, 65790T},
                                          year = {2007},
                                          doi = {10.1117/12.719160}
                                        }
                                        
Neri A, Campisi P and Blasi D (2007), "Secure OFDM communications based on hashing algorithms", In Proceedings of SPIE Vol. 6741, Optics and Photonics for Counterterrorism and Crime Fighting III, Colin Lewis, Editors, 67410X. Vol. 6741
BibTeX:
                                        @inproceedings{11590_179959,
                                          author = { Neri, Alessandro and Campisi, Patrizio and Blasi, Daniele },
                                          title = {Secure OFDM communications based on hashing algorithms},
                                          booktitle = {Proceedings of SPIE Vol. 6741, Optics and Photonics for Counterterrorism and Crime Fighting III, Colin Lewis, Editors, 67410X},
                                          year = {2007},
                                          volume = {6741},
                                          doi = {10.1117/12.738319}
                                        }
                                        
Campisi P, Le Callet P and Marini E (2007), "Stereoscopic images quality assessment", In European Signal Processing Conference (EUSIPCO) 2007, September, 2007, Poznan, Poland.
BibTeX:
                                        @inproceedings{11590_270972,
                                          author = { Campisi, Patrizio and Le Callet, P and Marini, E },
                                          title = {Stereoscopic images quality assessment},
                                          booktitle = {European Signal Processing Conference (EUSIPCO) 2007, September, 2007, Poznan, Poland},
                                          year = {2007}
                                        }
                                        
Campisi P, K and Egiazarian (2007), "Blind image deconvolution: theory and applications" BOCA RATON -- USA CRC.
BibTeX:

                                        @book{Campisi2007,

                                          author = {Campisi, P. and K and Egiazarian},

                                          title = {Blind image deconvolution: theory and applications},

                                          publisher = {CRC},

                                          year = {2007}

                                        }

                                        
Campisi P, Maiorana E, Prats MG and Neri A (2007), "Adaptive and distributed cryptography for signature biometrics protection", In Proceedings Vol. 6505 Proceedings of SPIE Volume: 6505, Security, Steganography, and Watermarking of Multimedia Contents IX, Edward J. Delp III; Ping Wah Wong, Editors, 650510. Vol. 6505
BibTeX:
                                        @inproceedings{11590_170658,
                                          author = { Campisi, Patrizio and Maiorana, Emanuele and Prats, M G and Neri, Alessandro },
                                          title = {Adaptive and distributed cryptography for signature biometrics protection},
                                          booktitle = {Proceedings Vol. 6505 Proceedings of SPIE Volume: 6505, Security, Steganography, and Watermarking of Multimedia Contents IX, Edward J. Delp III; Ping Wah Wong, Editors, 650510},
                                          year = {2007},
                                          volume = {6505},
                                          doi = {10.1117/12.703940}
                                        }
                                        
Campisi P, Maiorana E and Neri A (2007), "Fractal Video Textures Synthesis-by-Analysis with Directionality Estimation", In Image Processing: Algorithms and Systems VI.
BibTeX:
                                        @inproceedings{11590_183241,
                                          author = { Campisi, Patrizio and Maiorana, Emanuele and Neri, Alessandro },
                                          title = {Fractal Video Textures Synthesis-by-Analysis with Directionality Estimation},
                                          booktitle = {Image Processing: Algorithms and Systems VI},
                                          year = {2007}
                                        }
                                        
Campisi P, Maiorana E and Neri A (2007), "Video Textures Fractal Modeling", IEEE SIGNAL PROCESSING LETTERS. Vol. 14, pp. 405-408.
BibTeX:
                                        @article{11590_119326,
                                          author = { Campisi, Patrizio and Maiorana, Emanuele and Neri, Alessandro },
                                          title = {Video Textures Fractal Modeling},
                                          journal = {IEEE SIGNAL PROCESSING LETTERS},
                                          year = {2007},
                                          volume = {14},
                                          pages = {405--408},
                                          doi = {10.1109/LSP.2006.890100}
                                        }
                                        
Campisi P, Alessandro Neri, Colonnese S and Panci G (2007), "Blind image deconvolution: theory and applications" USA CRC.
BibTeX:

                                        @inbook{Campisi2007b,

                                          author = {Campisi, P. and Alessandro Neri, and Stefania Colonnese and Gianpiero Panci},

                                          title = {Blind image deconvolution: theory and applications},

                                          publisher = {CRC},

                                          year = {2007}

                                        }

                                        
Ercole C, Campisi P and Neri A (2007), "Iris-based authentication system with template protection and renewability", In Proceedings Vol. 6741 Proceedings of SPIE Volume: 6741, Optics and Photonics for Counterterrorism and Crime Fighting III, Colin Lewis, Editors, 67410H. Vol. 6741
BibTeX:
                                        @inproceedings{11590_176041,
                                          author = { Ercole, C and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Iris-based authentication system with template protection and renewability},
                                          booktitle = {Proceedings Vol. 6741 Proceedings of SPIE Volume: 6741, Optics and Photonics for Counterterrorism and Crime Fighting III, Colin Lewis, Editors, 67410H},
                                          year = {2007},
                                          volume = {6741},
                                          doi = {10.1117/12.737849}
                                        }
                                        
Papari G, Campisi P, Petkov N and Neri A (2007), "A Biologically Motivated Multiresolution Approach to Contour Detection", EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING. Vol. 2007
BibTeX:
                                        @article{11590_146258,
                                          author = { Papari, G and Campisi, Patrizio and Petkov, N and Neri, Alessandro },
                                          title = {A Biologically Motivated Multiresolution Approach to Contour Detection},
                                          journal = {EURASIP JOURNAL ON ADVANCES IN SIGNAL PROCESSING},
                                          year = {2007},
                                          volume = {2007},
                                          doi = {10.1155/2007/71828}
                                        }
                                        
Kingston A, Colosimo S, Campisi P and Autrusseau F (2007), "Lossless Image Compression And Selective Encryption Using A Discrete Radon Transform", In Proceedings of the IEEE International Conference on Image Processing, 2007. ICIP 2007. Vol. 4
BibTeX:
                                        @inproceedings{11590_177834,
                                          author = { Kingston, A and Colosimo, S and Campisi, Patrizio and Autrusseau, F },
                                          title = {Lossless Image Compression And Selective Encryption Using A Discrete Radon Transform},
                                          booktitle = {Proceedings of the IEEE International Conference on Image Processing, 2007. ICIP 2007},
                                          year = {2007},
                                          volume = {4},
                                          doi = {10.1109/ICIP.2007.4380055}
                                        }
                                        
E. Maiorana, Campisi P and Neri A (2007), "Signature-based Authentication System using Watermarking in the Ridgelet Domain", In Proc. SPIE Optics and Photonics for Counterterrorism and Crime Fighting III. Vol. 6741
BibTeX:

                                        @inproceedings{maiorana2007,

                                          author = {E. Maiorana, and Campisi, P. and A. Neri},

                                          title = {Signature-based Authentication System using Watermarking in the Ridgelet Domain},

                                          booktitle = {Proc. SPIE Optics and Photonics for Counterterrorism and Crime Fighting III},

                                          year = {2007},

                                          volume = {6741},

                                          doi = {10.1117/12.738013}

                                        }

                                        
Maiorana E, Campisi P and Neri A (2007), "Biometric signature authentication using radon transform-based watermarking techniques", In 2007 Biometrics Symposium, BSYM. , pp. 1-6. Best Poster Award
BibTeX:
                                        @inproceedings{11590_305356,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Biometric signature authentication using radon transform-based watermarking techniques},
                                          booktitle = {2007 Biometrics Symposium, BSYM},
                                          year = {2007},
                                          pages = {1--6},
                                          doi = {10.1109/BCC.2007.4430543}
                                        }
                                        
Maiorana E, Campisi P and Neri A (2007), "Multi-level signature based biometric authentication using watermarking", In Proceedings Vol. 6579 Proceedings of SPIE Volume: 6579, Mobile Multimedia/Image Processing for Military and Security Applications 2007, Sos S. Agaian; Sabah A. Jassim, Editors, 65790J. Vol. 6579
BibTeX:
                                        @inproceedings{11590_180982,
                                          author = { Maiorana, Emanuele and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Multi-level signature based biometric authentication using watermarking},
                                          booktitle = {Proceedings Vol. 6579 Proceedings of SPIE Volume: 6579, Mobile Multimedia/Image Processing for Military and Security Applications 2007, Sos S. Agaian; Sabah A. Jassim, Editors, 65790J},
                                          year = {2007},
                                          volume = {6579},
                                          doi = {10.1117/12.718673}
                                        }
                                        
Marini E, Autrusseau F, Le Callet P and Campisi P (2007), "Evaluation of standard watermarking techniques", In Proc. SPIE 6505, Security, Steganography, and Watermarking of Multimedia Contents IX,. Vol. 6505
BibTeX:
                                        @inproceedings{11590_178943,
                                          author = { Marini, E and Autrusseau, F and Le Callet, P and Campisi, Patrizio },
                                          title = {Evaluation of standard watermarking techniques},
                                          booktitle = {Proc. SPIE 6505, Security, Steganography, and Watermarking of Multimedia Contents IX,},
                                          year = {2007},
                                          volume = {6505},
                                          doi = {10.1117/12.704359}
                                        }
                                        
A. Neri, D. Blasi and Campisi P (2007), "Secure OFDM Communications based on hashing algorithms", In Optics and Photonics for Counterterrorism and Crime Fighting III, 17-20 September, 2007. Vol. 6741
BibTeX:

                                        @inproceedings{neri2007-1,

                                          author = {A. Neri, and D. Blasi, and Campisi, P.},

                                          title = {Secure OFDM Communications based on hashing algorithms},

                                          booktitle = {Optics and Photonics for Counterterrorism and Crime Fighting III},

                                          year = {2007},

                                          volume = {6741},

                                          url = {http://dx.medra.org/10.1117/12.738319},

                                          doi = {10.1117/12.738319}

                                        }

                                        
Papari G, Petkov N and Campisi P (2007), "Artistic Edge and Corner Enhancing Smoothing", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 16, pp. 2449-2462.
BibTeX:
                                        @article{11590_147384,
                                          author = { Papari, G and Petkov, N and Campisi, Patrizio },
                                          title = {Artistic Edge and Corner Enhancing Smoothing},
                                          journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                          year = {2007},
                                          volume = {16},
                                          pages = {2449--2462},
                                          doi = {10.1109/TIP.2007.903912}
                                        }
                                        
Campisi P, Colonnese S, Neri A, Panci G and Scarano G (2007), "Blind Image Deconvolution using Bussgang techniques: Applications to deblurring and texture synthesis", In Blind image deconvolution: theory and applications. Boca Raton, FL (USA) , pp. 43-93. CRC Press.
BibTeX:
                                        @inbook{11590_165666,
                                          author = { Campisi, Patrizio and Colonnese, Stefania and Neri, Alessandro and Panci, Gianpiero and Scarano, Gaetano },
                                          title = {Blind Image Deconvolution using Bussgang techniques: Applications to deblurring and texture synthesis},
                                          booktitle = {Blind image deconvolution: theory and applications},
                                          publisher = {CRC Press},
                                          year = {2007},
                                          pages = {43--93}
                                        }
                                        
Papari G, Campisi P and Petkov N (2007), "Multilevel surround inhibition. A biologically inspired contour detector", In Proc. SPIE 6497, Image Processing: Algorithms and Systems V,. Vol. 6497 SPIE.
BibTeX:
                                        @inproceedings{11590_183242,
                                          author = { Papari, Giuseppe and Campisi, Patrizio and Petkov, Nicolai },
                                          title = {Multilevel surround inhibition. A biologically inspired contour detector},
                                          booktitle = {Proc. SPIE 6497, Image Processing: Algorithms and Systems V,},
                                          publisher = {SPIE},
                                          year = {2007},
                                          volume = {6497},
                                          doi = {10.1117/12.702838}
                                        }
                                        
Papari G, Campisi P and Petkov N (2007), "Edge and Corner Preserving Smoothing for Artistic Imaging", In Proc. SPIE 6497, Image Processing: Algorithms and Systems V,. Vol. 6497 SPIE.
BibTeX:
                                        @inproceedings{11590_183240,
                                        author = { Papari, Giuseppe and Campisi, Patrizio and Petkov, Nicolai },
                                        title = {Edge and Corner Preserving Smoothing for Artistic Imaging},
                                        booktitle = {Proc. SPIE 6497, Image Processing: Algorithms and Systems V,},
                                        publisher = {SPIE},
                                        year = {2007},
                                        volume = {6497},
                                        doi = {10.1117/12.702864}
                                        }
                                        
Campisi P and Piva A (2005), "Data hiding for image and video coding", In Document and Image Compression. NEW YORK M Dekker.
BibTeX:
                                        @inbook{11590_150659,
                                          author = { Campisi, Patrizio and Piva, A },
                                          title = {Data hiding for image and video coding},
                                          booktitle = {Document and Image Compression},
                                          publisher = {M Dekker},
                                          year = {2005}
                                        }
                                        
Campisi P, Neri A and Scarano G (2002), "Model based rotation-invariant texture classification", In Image Processing. 2002. Proceedings. 2002 International Conference on. Vol. 3, pp. 749-752.
BibTeX:
                                        @inproceedings{11590_188102,
                                          author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                          title = {Model based rotation-invariant texture classification},
                                          booktitle = {Image Processing. 2002. Proceedings. 2002 International Conference on},
                                          year = {2002},
                                          volume = {3},
                                          pages = {749--752},
                                          doi = {10.1109/ICIP.2002.1038918}
                                        }
                                        
Campisi P and Neri A (2006), "Video Watermarking using quantization index modulation in the 3D-DCT domain", In Proceedings of the Second International Workshop on Video Processing and Quality Metrics for Consumer Electronics.
BibTeX:
                                        @inproceedings{11590_185197,
                                          author = { Campisi, Patrizio and Neri, Alessandro },
                                          title = {Video Watermarking using quantization index modulation in the 3D-DCT domain},
                                          booktitle = {Proceedings of the Second International Workshop on Video Processing and Quality Metrics for Consumer Electronics},
                                          year = {2006}
                                        }
                                        
Caldelli R, Campisi P, Carli M, De Rosa A and Neri A (2006), "Perceptual aspects exploitation in video data hiding"
BibTeX:
                                        @inproceedings{11590_179922,
                                          author = { Caldelli, R and Campisi, Patrizio and Carli, M and De Rosa, A and Neri, Alessandro },
                                          title = {Perceptual aspects exploitation in video data hiding},
                                          year = {2006}
                                        }
                                        
Carli M, Campisi P and Neri A (2006), "Data hiding driven by perceptual features for secure communications", April 23-28, 2006.
BibTeX:

                                        @inproceedings{Carli2006,

                                          author = {M. Carli and Campisi, P. and A. Neri},

                                          title = {Data hiding driven by perceptual features for secure communications},

                                          year = {2006}

                                        }

                                        
Carli M, Campisi P and Neri A (2006), "Perceptual aspects in data hiding", TELECOMMUNICATION SYSTEMS. Vol. 33, pp. 117-129.
BibTeX:
                                        @article{11590_159067,
                                        author = { Carli, M and Campisi, Patrizio and Neri, Alessandro },
                                        title = {Perceptual aspects in data hiding},
                                        journal = {TELECOMMUNICATION SYSTEMS},
                                        year = {2006},
                                        volume = {33},
                                        pages = {117--129},
                                        doi = {10.1007/s11235-006-9009-x}
                                        }
                                        
Papari G, Campisi P, Neri A and Petkov N (2006), "Multiresolution Contour Detection Using Two-level Surround Inhibition"
BibTeX:
                                        @inproceedings{11590_179175,
                                          author = { Papari, Giuseppe and Campisi, Patrizio and Neri, Alessandro and Petkov, Nicolai },
                                          title = {Multiresolution Contour Detection Using Two-level Surround Inhibition},
                                          year = {2006}
                                        }
                                        
Papari G, Campisi P, Petkov N and Neri A (2006), "Contour Detection by Multiresolution Surround Inhibition", PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING., In Image Processing, 2006 IEEE International Conference on. , pp. 749-752.
BibTeX:
                                        @inproceedings{11590_179906,
                                          author = { Papari, Giuseppe and Campisi, Patrizio and Petkov, Nicolai and Neri, Alessandro },
                                          title = {Contour Detection by Multiresolution Surround Inhibition},
                                          booktitle = {Image Processing, 2006 IEEE International Conference on},
                                          journal = {PROCEEDINGS - INTERNATIONAL CONFERENCE ON IMAGE PROCESSING},
                                          year = {2006},
                                          pages = {749--752},
                                          doi = {10.1109/ICIP.2006.312500}
                                        }
                                        
Papari G, Campisi P, A. Neri and Petkov N (2006), "Contour detection by surround inhibition in the circular harmonic functions domain", September 4-8 , 2006. Best Student Paper Award
BibTeX:

                                        @inproceedings{papari2006-2,

                                          author = {G. Papari and Campisi, P. and A. Neri, and N. Petkov},

                                          title = {Contour detection by surround inhibition in the circular harmonic functions domain},

                                          year = {2006}

                                        }

                                        
Papari G, Campisi P, Neri A and Petkov N (2006), "A multiscale approach to contour detection surrounding inhibition of texture", In Image Processing: Algorithms and Systems V.
BibTeX:
                                        @inproceedings{11590_179920,
                                          author = { Papari, Giuseppe and Campisi, Patrizio and Neri, Alessandro and Petkov, Nicolai },
                                          title = {A multiscale approach to contour detection surrounding inhibition of texture},
                                          booktitle = {Image Processing: Algorithms and Systems V},
                                          year = {2006}
                                        }
                                        
Neri A, Campisi P, Carli M and Drelie Gelasca E (2005), "Watermarking hiding in video sequences"
BibTeX:
                                        @inproceedings{11590_181092,
                                          author = { Neri, Alessandro and Campisi, Patrizio and Carli, M and Drelie Gelasca, E },
                                          title = {Watermarking hiding in video sequences},
                                          year = {2005}
                                        }
                                        
Campisi P and Piva A (2005), "Document and Image Compression" NEW YORK -- USA Dekker.
BibTeX:

                                        @inbook{campisi2005,

                                          author = {Campisi, P. and A. Piva},

                                          title = {Document and Image Compression},

                                          publisher = {Dekker},

                                          year = {2005}

                                        }

                                        
Campisi P, Panci G, Colonnese C and Scarano G (2005), "Blind phase recovery for QAM communication system", IEEE TRANSACTIONS ON SIGNAL PROCESSING. Vol. 53, no 4, pp. 1348-1358.
BibTeX:
                                        @article{11590_120119,
                                          author = { Campisi, Patrizio and Panci, Gianpiero and Colonnese, C and Scarano, Gaetano },
                                          title = {Blind phase recovery for QAM communication system},
                                          journal = {IEEE TRANSACTIONS ON SIGNAL PROCESSING},
                                          year = {2005},
                                          volume = {53, no 4},
                                          pages = {1348--1358},
                                          doi = {10.1109/TSP.2005.843702}
                                        }
                                        
Campisi P and A.Neri (2005), "Video Watermarking in the 3D-DWT domain usuing perceptual masking"
BibTeX:

                                        @inproceedings{campisi2005-1,

                                          author = {Campisi, P. and A.Neri},

                                          title = {Video Watermarking in the 3D-DWT domain usuing perceptual masking},

                                          year = {2005}

                                        }

                                        
Campisi P and Neri A (2005), "Perceptual video watermarking in the 3D-DWT domain using a multiplicative approach", LECTURE NOTES IN COMPUTER SCIENCE., In Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). Vol. 3710, pp. 432-443.
BibTeX:
                                        @inproceedings{11590_304986,
                                          author = { Campisi, Patrizio and Neri, Alessandro },
                                          title = {Perceptual video watermarking in the 3D-DWT domain using a multiplicative approach},
                                          booktitle = {Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)},
                                          journal = {LECTURE NOTES IN COMPUTER SCIENCE},
                                          year = {2005},
                                          volume = {3710},
                                          pages = {432--443},
                                          doi = {10.1007/11551492_33}
                                        }
                                        
Campisi P (2005), "Video watermarking in the 3D-DWT domain using quantization-based methods", In IEEE international Workshop on Multimedia Signal Processing 2005.
BibTeX:
                                        @inproceedings{11590_172605,
                                          author = { Campisi, Patrizio},
                                          title = {Video watermarking in the 3D-DWT domain using quantization-based methods},
                                          booktitle = {IEEE international Workshop on Multimedia Signal Processing 2005},
                                          year = {2005},
                                          doi = {10.1109/MMSP.2005.248600}
                                        }
                                        
Campisi P, E.Maiorana and A.Neri (2005), "Video texture synthesis using fractal processes"
BibTeX:

                                        @inproceedings{Campisi2005a,

                                          author = {Campisi, P. and E.Maiorana, and A.Neri},

                                          title = {Video texture synthesis using fractal processes},

                                          year = {2005}

                                        }

                                        
Carli M, Campisi P and Neri A (2005), "Data Hiding Driven by Perceptual Features", In Multimedia Signal Processing, 2005 IEEE 7th Workshop on. Vol. 3, pp. 749-752.
BibTeX:
                                        @inproceedings{11590_188107,
                                          author = { Carli, M and Campisi, Patrizio and Neri, Alessandro },
                                          title = {Data Hiding Driven by Perceptual Features},
                                          booktitle = {Multimedia Signal Processing, 2005 IEEE 7th Workshop on},
                                          year = {2005},
                                          volume = {3},
                                          pages = {749--752},
                                          doi = {10.1109/MMSP.2005.248670}
                                        }
                                        
Panci Gianpiero Colonnese C, Campisi P and Scarano G (2005), "Blind equalization for correlated input symbols: a Bussgang approach", IEEE TRANSACTIONS ON SIGNAL PROCESSING. Vol. 53, no 5, pp. 1860-1869.
BibTeX:
                                        @article{11590_159138,
                                          author = { Panci, Gianpiero Colonnese, C and Campisi, Patrizio and Scarano, Gaetano },
                                          title = {Blind equalization for correlated input symbols: a Bussgang approach},
                                          journal = {IEEE TRANSACTIONS ON SIGNAL PROCESSING},
                                          year = {2005},
                                          volume = {53, no 5},
                                          pages = {1860--1869},
                                          doi = {10.1109/TSP.2005.845477}
                                        }
                                        
Campisi P, Panci G, Colonnese C and Scarano G (2004), "Blind phase recovery for QAM constellation", In Proceedings of the 2004 12th European Signal Processing Conference, (EUSIPCO 2004). , pp. 913-916.
BibTeX:
                                        @inproceedings{11590_184194,
                                          author = { Campisi, Patrizio and Panci, G and Colonnese, C and Scarano, Gaetano },
                                          title = {Blind phase recovery for QAM constellation},
                                          booktitle = {Proceedings of the 2004 12th European Signal Processing Conference, (EUSIPCO 2004)},
                                          year = {2004},
                                          pages = {913--916}
                                        }
                                        
Campisi P, Neri A, Panci G and Scarano G (2004), "Robust rotation-invariant texture classification using a model based approach", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 13, pp. 782-791.
BibTeX:
                                            @article{11590_117352,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Panci, Gianpiero and Scarano, Gaetano },
                                              title = {Robust rotation-invariant texture classification using a model based approach},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2004},
                                              volume = {13},
                                              pages = {782--791},
                                              doi = {10.1109/TIP.2003.822607}
                                            }
                                            
Campisi P, Kundur D and Neri A (2004), "Robust digital watermarking in the ridgelet domain", IEEE SIGNAL PROCESSING LETTERS. Vol. 11, No 10, pp. 826-830.
BibTeX:
                                            @article{11590_151219,
                                              author = { Campisi, Patrizio and Kundur, D and Neri, Alessandro },
                                              title = {Robust digital watermarking in the ridgelet domain},
                                              journal = {IEEE SIGNAL PROCESSING LETTERS},
                                              year = {2004},
                                              volume = {11, No 10},
                                              pages = {826--830},
                                              doi = {10.1109/LSP.2004.835463}
                                            }
                                            
Colonnese C, Campisi P, Panci G and Scarano G (2004), "Blind image deblurring in the edge domain", In Proceedings of the 12th European Signal Processing Conference, 2004. , pp. 473-476.
BibTeX:
                                            @inproceedings{11590_161867,
                                              author = { Colonnese, C and Campisi, Patrizio and Panci, G and Scarano, Gaetano },
                                              title = {Blind image deblurring in the edge domain},
                                              booktitle = {Proceedings of the 12th European Signal Processing Conference, 2004},
                                              year = {2004},
                                              pages = {473--476}
                                            }
                                            
Colonnese C, Campisi P, Panci G and Scarano G (2004), "Blind Image deblurring driven by nonlinear processing in the edge domain", EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING. Vol. 2004 No 16, pp. 2462-2475.
BibTeX:
                                                @article{11590_134007,
                                                  author = { Colonnese, C and Campisi, Patrizio and Panci, Gianpiero and Scarano, Gaetano },
                                                  title = {Blind Image deblurring driven by nonlinear processing in the edge domain},
                                                  journal = {EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING},
                                                  year = {2004},
                                                  volume = {2004 No 16},
                                                  pages = {2462--2475},
                                                  doi = {10.1155/S1110865704404132}
                                                }
                                                
Kundur D, Zhao Y and Campisi P (2004), "A steganographic framework for dual authentication and compression of high resolution imagery", In Proceedings of the 2004 International Symposium on Circuits and Systems, 2004. ISCAS '04.. Vol. 2
BibTeX:
                                            @inproceedings{11590_160111,
                                              author = { Kundur, D and Zhao, Y and Campisi, Patrizio },
                                              title = {A steganographic framework for dual authentication and compression of high resolution imagery},
                                              booktitle = {Proceedings of the 2004 International Symposium on Circuits and Systems, 2004. ISCAS '04.},
                                              year = {2004},
                                              volume = {2},
                                              doi = {10.1109/ISCAS.2004.1329193}
                                            }
                                            
Zhao Y, Campisi P and Kundur D (2004), "Dual Domain Watermarking for Autentication and Compression of Cultural Heritage Images", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 13, No 3, pp. 430-448.
BibTeX:
                                            @article{11590_144212,
                                              author = { Zhao, Y and Campisi, Patrizio and Kundur, D },
                                              title = {Dual Domain Watermarking for Autentication and Compression of Cultural Heritage Images},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2004},
                                              volume = {13, No 3},
                                              pages = {430--448},
                                              doi = {10.1109/TIP.2003.821552}
                                            }
                                            
Campisi P, Carli M, Giunta G and Neri A (2003), "Blind quality assessment system for multimedia communication using tracing watermarking", IEEE TRANSACTIONS ON SIGNAL PROCESSING. Vol. 51, pp. 996-1002.
BibTeX:
                                            @article{11590_133991,
                                              author = { Campisi, Patrizio and Carli, M and Giunta, G and Neri, Alessandro },
                                              title = {Blind quality assessment system for multimedia communication using tracing watermarking},
                                              journal = {IEEE TRANSACTIONS ON SIGNAL PROCESSING},
                                              year = {2003},
                                              volume = {51},
                                              pages = {996--1002},
                                              doi = {10.1109/TSP.2003.809381}
                                            }
                                            
Campisi P, Giunta G and Neri A (2003), "Quality of service assessment for MPEG-2/4 videos in multimedia mobile communications using digital watermarking", SERIES ON SIGNAL AND IMAGE PROCESSING., In Signal and Image Processing 2003.
BibTeX:
                                            @inproceedings{11590_180632,
                                              author = { Campisi, Patrizio and Giunta, G and Neri, Alessandro },
                                              title = {Quality of service assessment for MPEG-2/4 videos in multimedia mobile communications using digital watermarking},
                                              booktitle = {Signal and Image Processing 2003},
                                              journal = {SERIES ON SIGNAL AND IMAGE PROCESSING},
                                              year = {2003}
                                            }
                                            
Campisi P, Colonnese S, Panci G and Scarano G (2003), "Multichannel bussgang algorithm for blind restoration of natural images", In Proceedings. 2003 International Conference on Image Processing, 2003. ICIP 2003.. Vol. 3, pp. 985-988.
BibTeX:
                                            @inproceedings{11590_183810,
                                              author = { Campisi, Patrizio and Colonnese, S and Panci, G and Scarano, Gaetano },
                                              title = {Multichannel bussgang algorithm for blind restoration of natural images},
                                              booktitle = {Proceedings. 2003 International Conference on Image Processing, 2003. ICIP 2003.},
                                              year = {2003},
                                              volume = {3},
                                              pages = {985--988},
                                              doi = {10.1109/ICIP.2003.1246849}
                                            }
                                            
Campisi P, Neri A and Scarano G (2003), "Bussgang deconvolution for texture synthesis and classification", In Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on. Vol. 2, pp. 696-701.
BibTeX:
                                            @inproceedings{11590_178678,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {Bussgang deconvolution for texture synthesis and classification},
                                              booktitle = {Image and Signal Processing and Analysis, 2003. ISPA 2003. Proceedings of the 3rd International Symposium on},
                                              year = {2003},
                                              volume = {2},
                                              pages = {696--701},
                                              doi = {10.1109/ISPA.2003.1296874}
                                            }
                                            
Panci G, Campisi P, Colonnese C and Scarano G (2003), "Multichannel blind image deconvolution using the Bussgang algorithm: spatial and multiresolution approaches", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 12, pp. 1324-1337.
BibTeX:
                                            @article{11590_135425,
                                              author = { Panci, Gianpiero and Campisi, Patrizio and Colonnese, C and Scarano, Gaetano },
                                              title = {Multichannel blind image deconvolution using the Bussgang algorithm: spatial and multiresolution approaches},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2003},
                                              volume = {12},
                                              pages = {1324--1337},
                                              doi = {10.1109/TIP.2003.818022}
                                            }
                                            
Colonnese S, Panci G, Campisi P and Scarano G (2003), "Fractionally spaced Bussgang equalization for GMSK modulated signals", In Proceedings. Seventh International Symposium on Signal Processing and Its Applications, 2003 (ISSPA 2003).. Vol. 1, pp. 661-664.
BibTeX:
                                            @inproceedings{11590_183808,
                                              author = {Colonnese, S and Panci, G and Campisi, Patrizio and Scarano, Gaetano },
                                              title = {Fractionally spaced Bussgang equalization for GMSK modulated signals},
                                              booktitle = {Proceedings. Seventh International Symposium on Signal Processing and Its Applications, 2003 (ISSPA 2003).},
                                              year = {2003},
                                              volume = {1},
                                              pages = {661--664},
                                              doi = {10.1109/ISSPA.2003.1224790}
                                            }
                                            
Campisi P and Scarano G (2002), "A multiresolution approach for texture synthesis using the circular harmonic functions", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 11, No 1, pp. 37-51.
BibTeX:
                                            @article{11590_114843,
                                              author = { Campisi, Patrizio and Scarano, Gaetano },
                                              title = {A multiresolution approach for texture synthesis using the circular harmonic functions},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2002},
                                              volume = {11, No 1},
                                              pages = {37--51},
                                              doi = {10.1109/83.977881}
                                            }
                                            
Campisi P, Kundur D, Hatzinakos D and Neri A (2002), "Hiding-based Compression for Improved Color Image Coding", In SPIE Proceedings Vol. 4675 Security and Watermarking of Multimedia Contents IV.
BibTeX:
                                            @inproceedings{11590_174617,
                                              author = { Campisi, Patrizio and Kundur, D and Hatzinakos, D and Neri, Alessandro },
                                              title = {Hiding-based Compression for Improved Color Image Coding},
                                              booktitle = {SPIE Proceedings Vol. 4675 Security and Watermarking of Multimedia Contents IV},
                                              year = {2002},
                                              doi = {10.1117/12.465280}
                                            }
                                            
Campisi P, Carli M, Giunta G and Neri A (2002), "Tracing watermarking for multimedia communication quality assessment", In Communications, 2002. ICC 2002. IEEE International Conference on. Vol. 3, pp. 749-752.
BibTeX:
                                            @inproceedings{11590_177775,
                                              author = { Campisi, Patrizio and Carli, M and Giunta, G and Neri, Alessandro },
                                              title = {Tracing watermarking for multimedia communication quality assessment},
                                              booktitle = {Communications, 2002. ICC 2002. IEEE International Conference on},
                                              year = {2002},
                                              volume = {3},
                                              pages = {749--752},
                                              doi = {10.1109/ICC.2002.997031}
                                            }
                                            
Campisi P, Neri A and Sorgi L (2002), "Automatic dissolve and fade detection for video sequences", In Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on. Vol. 3, pp. 749-752.
BibTeX:
                                            @inproceedings{11590_188105,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Sorgi, L },
                                              title = {Automatic dissolve and fade detection for video sequences},
                                              booktitle = {Digital Signal Processing, 2002. DSP 2002. 2002 14th International Conference on},
                                              year = {2002},
                                              volume = {3},
                                              pages = {749--752},
                                              doi = {10.1109/ICDSP.2002.1028153}
                                            }
                                            
Campisi P, M.Carli, G.Giunta and A.Neri (2002), "Tracing watermarking tecniques for multimedia wireless communications"
BibTeX:

                                            @inproceedings{campisi2002-3,

                                              author = {Campisi, P. and M.Carli and G.Giunta and A.Neri},

                                              title = {Tracing watermarking tecniques for multimedia wireless communications},

                                              year = {2002}

                                            }

                                            
Campisi P, A.Neri and G.Scarano (2002), "Model based rotation-inveriant texture classification"
BibTeX:

                                            @inproceedings{campisi2002-4,

                                              author = {Campisi, P. and A.Neri, and G.Scarano},

                                              title = {Model based rotation-inveriant texture classification},

                                              year = {2002}

                                            }

                                            
Campisi P, Giunta G and Neri A (2002), "Object-based quality of service assessment using semi-fragile tracing watermarking in MPEG-4 video cellular services", In Image Processing. 2002. Proceedings. 2002 International Conference on. Vol. 3, pp. 749-752.
BibTeX:
                                            @inproceedings{11590_177774,
                                              author = { Campisi, Patrizio and Giunta, G and Neri, Alessandro },
                                              title = {Object-based quality of service assessment using semi-fragile tracing watermarking in MPEG-4 video cellular services},
                                              booktitle = {Image Processing. 2002. Proceedings. 2002 International Conference on},
                                              year = {2002},
                                              volume = {3},
                                              pages = {749--752},
                                              doi = {10.1109/ICIP.2002.1040092}
                                            }
                                            
Campisi P, Neri A and Sorgi L (2002), "Wipe effect detection for video sequences", In Multimedia Signal Processing, 2002 IEEE Workshop on. Vol. 3, pp. 749-752.
BibTeX:
                                            @inproceedings{11590_188104,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Sorgi, L },
                                              title = {Wipe effect detection for video sequences},
                                              booktitle = {Multimedia Signal Processing, 2002 IEEE Workshop on},
                                              year = {2002},
                                              volume = {3},
                                              pages = {749--752},
                                              doi = {10.1109/MMSP.2002.1203272}
                                            }
                                            
Campisi P, Kundur D, Hatzinakos D and Neri A (2002), "Compressive Data Hiding: An Unconventional Approach for Improved Color Image Coding", EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING. Vol. 2002, pp. 152-163.
BibTeX:
                                            @article{11590_118891,
                                              author = { Campisi, Patrizio and Kundur, D and Hatzinakos, D and Neri, Alessandro },
                                              title = {Compressive Data Hiding: An Unconventional Approach for Improved Color Image Coding},
                                              journal = {EURASIP JOURNAL ON APPLIED SIGNAL PROCESSING},
                                              year = {2002},
                                              volume = {2002},
                                              pages = {152--163},
                                              doi = {10.1155/S1110865702000550}
                                            }
                                            
Panci G, Campisi P, Colonnese S and Scarano G (2002), "The bussgang algorithm for multichannel blind image restoration", In Proceedings of the 11th European Signal Processing Conference, 2002.
BibTeX:
                                            @inproceedings{11590_183822,
                                              author = { Panci, G and Campisi, Patrizio and Colonnese, S and Scarano, Gaetano },
                                              title = {The bussgang algorithm for multichannel blind image restoration},
                                              booktitle = {Proceedings of the 11th European Signal Processing Conference, 2002},
                                              year = {2002}
                                            }
                                            
Panci G, Campisi P, Colonnese S and Scarano G (2002), "Non linear estimators for multichannel blind image deconvolution using the Bussgang algorithm: a spatial and a multiresolution approach", In Proceedings of the Tyrrhenian International Workshop on Digital Communications (IWDC 2002).
BibTeX:
                                            @inproceedings{11590_182508,
                                              author = { Panci, G and Campisi, Patrizio and Colonnese, S and Scarano, Gaetano },
                                              title = {Non linear estimators for multichannel blind image deconvolution using the Bussgang algorithm: a spatial and a multiresolution approach},
                                              booktitle = {Proceedings of the Tyrrhenian International Workshop on Digital Communications (IWDC 2002)},
                                              year = {2002}
                                            }
                                            
Campisi P and Becchetti C (2001), "Parsimonius Texture Representation Employing Gaussian Binary Processes and Binomial Linear Prediction", SIGNAL PROCESSING-IMAGE COMMUNICATION. Vol. 16, pp. 521-530.
BibTeX:
                                            @article{11590_135424,
                                              author = { Campisi, Patrizio and Becchetti, C },
                                              title = {Parsimonius Texture Representation Employing Gaussian Binary Processes and Binomial Linear Prediction},
                                              journal = {SIGNAL PROCESSING-IMAGE COMMUNICATION},
                                              year = {2001},
                                              volume = {16},
                                              pages = {521--530},
                                              doi = {10.1016/S0923-5965(00)00033-3,}
                                            }
                                            
Campisi P, Neri A and Scarano G (2000), "Nonlinear Prediction in the 2D Wold Decomposition for Texture Modelling", In Proceedings of the 2000 International Conference on Image Processing, 2000 (ICIP 2000). Vol. 1, pp. 222-225. IEEE.
BibTeX:
                                            @inproceedings{11590_183812,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {Nonlinear Prediction in the 2D Wold Decomposition for Texture Modelling},
                                              booktitle = {Proceedings of the 2000 International Conference on Image Processing, 2000 (ICIP 2000)},
                                              publisher = {IEEE},
                                              year = {2000},
                                              volume = {1},
                                              pages = {222--225},
                                              doi = {10.1109/ICIP.2000.900942}
                                            }
                                            
Campisi P, Neri A and Scarano G (2000), "Reduced Complexity Modeling and Reproduction of Colored Textures", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 9, No. 3, pp. 510-518.
BibTeX:
                                            @article{11590_156746,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {Reduced Complexity Modeling and Reproduction of Colored Textures},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2000},
                                              volume = {9, No. 3},
                                              pages = {510--518},
                                              doi = {10.1109/83.826788}
                                            }
                                            
Campisi P and Neri A (2000), "Synthetic summaries of video sequences using a multiresolution based key frame selection technique in a perceptually uniform color space", In Proceedings. 2000 International Conference on Image Processing, 2000..
BibTeX:
                                            @inproceedings{11590_176189,
                                              author = { Campisi, Patrizio and Neri, Alessandro },
                                              title = {Synthetic summaries of video sequences using a multiresolution based key frame selection technique in a perceptually uniform color space},
                                              booktitle = {Proceedings. 2000 International Conference on Image Processing, 2000.},
                                              year = {2000},
                                              doi = {10.1109/ICIP.2000.899364}
                                            }
                                            
Campisi P, Yan JCK and Hatzinakos D (2000), "Signal-Dependent Film Grain Noise Generation using Homomorphing Adaptive Filtering", IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING. Vol. 147, pp. 283-287.
BibTeX:
                                            @article{11590_114848,
                                              author = { Campisi, Patrizio and Yan, J C K and Hatzinakos, D },
                                              title = {Signal-Dependent Film Grain Noise Generation using Homomorphing Adaptive Filtering},
                                              journal = {IEE PROCEEDINGS. VISION, IMAGE AND SIGNAL PROCESSING},
                                              year = {2000},
                                              volume = {147},
                                              pages = {283--287},
                                              doi = {10.1049/ip-vis:20000212}
                                            }
                                            
Campisi P, Neri A and Visconti M (2000), "Wavelet besed method for high frequency subband watermarking embedding", In Proc. SPIE 4209, Multimedia Systems and Applications III, 344. Vol. 4209
BibTeX:
                                            @inproceedings{11590_186020,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Visconti, M },
                                              title = {Wavelet besed method for high frequency subband watermarking embedding},
                                              booktitle = {Proc. SPIE 4209, Multimedia Systems and Applications III, 344},
                                              year = {2000},
                                              volume = {4209},
                                              doi = {10.1117/12.420837}
                                            }
                                            
Campisi P, Hatzinakos D and Neri A (2000), "A Perceptually Lossless Model based, Texture Compression Technique", IEEE TRANSACTIONS ON IMAGE PROCESSING. Vol. 9, pp. 1325-1336.
BibTeX:
                                            @article{11590_135423,
                                              author = { Campisi, Patrizio and Hatzinakos, D and Neri, Alessandro },
                                              title = {A Perceptually Lossless Model based, Texture Compression Technique},
                                              journal = {IEEE TRANSACTIONS ON IMAGE PROCESSING},
                                              year = {2000},
                                              volume = {9},
                                              pages = {1325--1336},
                                              doi = {10.1109/83.855428}
                                            }
                                            
Campisi P and A.Neri (2000), "Synthetic summeries of video sequences using a multiresolution based key frame selection tecnhique in a percptually uniform color space"
BibTeX:

                                            @inproceedings{Campisi2000d,

                                              author = {Campisi, P. and A.Neri},

                                              title = {Synthetic summeries of video sequences using a multiresolution based key frame selection tecnhique in a percptually uniform color space},

                                              year = {2000}

                                            }

                                            
Campisi P, Longari A and Neri A (1999), "Automatic key selection using a wavelet based approach", In Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII. Vol. 3813
BibTeX:
                                            @inproceedings{11590_160033,
                                              author = { Campisi, Patrizio and Longari, A and Neri, Alessandro },
                                              title = {Automatic key selection using a wavelet based approach},
                                              booktitle = {Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII},
                                              year = {1999},
                                              volume = {3813},
                                              doi = {10.1117/12.366844}
                                            }
                                            
Campisi P, Gentile M and Neri A (1999), "Wavelet transform based videoconferencing system with spatio-temporal scalabilty", In Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII, 850. Vol. 3813
BibTeX:
                                            @inproceedings{11590_184727,
                                              author = { Campisi, Patrizio and Gentile, M and Neri, Alessandro },
                                              title = {Wavelet transform based videoconferencing system with spatio-temporal scalabilty},
                                              booktitle = {Proc. SPIE 3813, Wavelet Applications in Signal and Image Processing VII, 850},
                                              year = {1999},
                                              volume = {3813},
                                              doi = {10.1117/12.366842}
                                            }
                                            
Campisi P, Gentile M and Neri A (1999), "Three dimensional wavelet based approach for a scalable video conference system", In Proceedings of the 1999 International Conference on Image Processing, 1999. ICIP 99..
BibTeX:
                                            @inproceedings{11590_186024,
                                              author = { Campisi, Patrizio and Gentile, M and Neri, Alessandro },
                                              title = {Three dimensional wavelet based approach for a scalable video conference system},
                                              booktitle = {Proceedings of the 1999 International Conference on Image Processing, 1999. ICIP 99.},
                                              year = {1999},
                                              doi = {10.1109/ICIP.1999.817233}
                                            }
                                            
Campisi P, Jacovitti G and Neri A (1998), "Optimized Wold-Like Decomposition of 2D Random Fields", In Proceedings of the 9th European Signal Processing Conference (EUSIPCO 1998),.
BibTeX:
                                            @inproceedings{11590_170720,
                                              author = { Campisi, Patrizio and Jacovitti, G and Neri, Alessandro },
                                              title = {Optimized Wold-Like Decomposition of 2D Random Fields},
                                              booktitle = {Proceedings of the 9th European Signal Processing Conference (EUSIPCO 1998),},
                                              year = {1998}
                                            }
                                            
Campisi P, Neri A and Hatzinakos D (1998), "An Analysis Based, Perceptually Lossless, Texture Compression Method", In Proceedings. 1998 International Conference on Image Processing, 1998. ICIP 98.. Vol. 3, pp. 423-427.
BibTeX:
                                            @inproceedings{11590_182505,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Hatzinakos, D },
                                              title = {An Analysis Based, Perceptually Lossless, Texture Compression Method},
                                              booktitle = {Proceedings. 1998 International Conference on Image Processing, 1998. ICIP 98.},
                                              year = {1998},
                                              volume = {3},
                                              pages = {423--427},
                                              doi = {10.1109/ICIP.1998.727229}
                                            }
                                            
Campisi P, Neri A and Scarano G (1997), "Two channels synthesis by analysis of coloured textures", In Proceddings IEE 6th International Conference on Image Processing and its Applications 1997 (IPA 97). Vol. 1997, pp. 604-608.
BibTeX:
                                            @inproceedings{11590_303233,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {Two channels synthesis by analysis of coloured textures},
                                              booktitle = {Proceddings IEE 6th International Conference on Image Processing and its Applications 1997 (IPA 97)},
                                              year = {1997},
                                              volume = {1997},
                                              pages = {604--608},
                                              doi = {10.1049/cp:19970963}
                                            }
                                            
Campisi P, Neri A and Scarano G (1998), "A Single Input Three Output Model Based Approach to Color Texture Generation", In Proceedings of the International Conference on Image Processing, 1998. ICIP 98. Vol. 1, pp. 67-71. IEEE.
BibTeX:
                                            @inproceedings{11590_183815,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {A Single Input Three Output Model Based Approach to Color Texture Generation},
                                              booktitle = {Proceedings of the International Conference on Image Processing, 1998. ICIP 98},
                                              publisher = {IEEE},
                                              year = {1998},
                                              volume = {1},
                                              pages = {67--71},
                                              doi = {10.1109/ICIP.1998.723420}
                                            }
                                            
Yan J, Campisi P and Hatzinakos D (1998), "Film Grain Noise Removal and Generation for Color Images", In Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, 1998.. Vol. 5, pp. 2957-2960. IEEE.
BibTeX:
                                            @inproceedings{11590_184726,
                                              author = { Yan, J and Campisi, Patrizio and Hatzinakos, D },
                                              title = {Film Grain Noise Removal and Generation for Color Images},
                                              booktitle = {Proceedings of the 1998 IEEE International Conference on Acoustics, Speech and Signal Processing, 1998.},
                                              publisher = {IEEE},
                                              year = {1998},
                                              volume = {5},
                                              pages = {2957--2960},
                                              doi = {10.1109/ICASSP.1998.678146}
                                            }
                                            
Becchetti C and Campisi P (1997), "Binomial linear predictive approach to texture modeling", In Proceedings 13th International Conference on Digital Signal Processing Proceedings, 1997. (DSP 97). Vol. 2, pp. 1111-1114.
BibTeX:
                                            @inproceedings{11590_183814,
                                              author = { Becchetti, C and Campisi, Patrizio },
                                              title = {Binomial linear predictive approach to texture modeling},
                                              booktitle = {Proceedings 13th International Conference on Digital Signal Processing Proceedings, 1997. (DSP 97)},
                                              year = {1997},
                                              volume = {2},
                                              pages = {1111--1114},
                                              doi = {10.1109/ICDSP.1997.628560}
                                            }
                                            
Becchetti C and Campisi P (1997), "Parsimonius texture synthesis using binomial linear texture", In Proceedings of Sixth International Conference on Image Processing and Its Applications, 1997.,. Vol. 2, pp. 600-603.
BibTeX:
                                            @inproceedings{11590_182504,
                                              author = { Becchetti, C and Campisi, Patrizio },
                                              title = {Parsimonius texture synthesis using binomial linear texture},
                                              booktitle = {Proceedings of Sixth International Conference on Image Processing and Its Applications, 1997.,},
                                              year = {1997},
                                              volume = {2},
                                              pages = {600--603},
                                              doi = {10.1049/cp:19970962}
                                            }
                                            
Campisi P and Scarano G (1997), "Computational avings usings non-linear statistics in DOA estimation", In Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, 1997. , pp. 359-362.
BibTeX:
                                            @inproceedings{11590_186021,
                                              author = { Campisi, Patrizio and Scarano, Gaetano },
                                              title = {Computational avings usings non-linear statistics in DOA estimation},
                                              booktitle = {Proceedings of the IEEE Signal Processing Workshop on Higher-Order Statistics, 1997},
                                              year = {1997},
                                              pages = {359--362}
                                            }
                                            
Campisi P, Neri A and Scarano G (1996), "Synthesis-by-analysis of Complex Texture", In Proceeding of European Signal Procesing Conference 1996 (EUSIPCO 96).
BibTeX:
                                            @inproceedings{11590_183813,
                                              author = { Campisi, Patrizio and Neri, Alessandro and Scarano, Gaetano },
                                              title = {Synthesis-by-analysis of Complex Texture},
                                              booktitle = {Proceeding of European Signal Procesing Conference 1996 (EUSIPCO 96)},
                                              year = {1996},
                                              url = {http://ieeexplore.ieee.org/xpl/articleDetails.jsp?arnumber=7083173&newsearch=true&queryText=Synthesis-by-analysis%20of%20Complex%20Texture}
                                            }