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2020 – today

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2024
[j43]
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Simone Maurizio La Cava, Giulia Orrù, Martin Drahanský, Gian Luca Marcialis, Fabio Roli:
3D Face Reconstruction: The Road to Forensics. ACM Comput. Surv. 56(3): 77:1-77:38 (2024)
[j42]
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Jie Gao, Marco Micheletto, Giulia Orrù, Sara Concas, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli:
Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection. Eng. Appl. Artif. Intell. 133: 108450 (2024)
[j41]
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Jie Gao, Zhaoqiang Xia, Gian Luca Marcialis, Chen Dang, Jing Dai, Xiaoyi Feng:
DeepFake detection based on high-frequency enhancement network for highly compressed content. Expert Syst. Appl. 249: 123732 (2024)
[j40]
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Salvatore Capuozzo, Stefano Marrone, Michela Gravina, Giuseppe Cringoli, Laura Rinaldi, Maria Paola Maurelli, Antonio Bosco, Giulia Orrù, Gian Luca Marcialis, Luca Ghiani, Stefano Bini, Alessia Saggese, Mario Vento, Carlo Sansone:
Automating parasite egg detection: insights from the first AI-KFM challenge. Frontiers Artif. Intell. 7 (2024)
[j39]
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Marco Micheletto, Gian Luca Marcialis:
Balancing Accuracy and Error Rates in Fingerprint Verification Systems Under Presentation Attacks With Sequential Fusion. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 409-419 (2024)
[j38]
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Roberto Casula, Giulia Orrù, Stefano Marrone, Umberto Gagliardini, Gian Luca Marcialis, Carlo Sansone:
Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach. IEEE Trans. Inf. Forensics Secur. 19: 863-877 (2024)
[c96]
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  - conf/cvpr/PanzinoCOM22
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Andrea Panzino, Simone Maurizio La Cava, Giulia Orrù, Gian Luca Marcialis:
Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems. CVPR Workshops 2024: 3827-3836
[c95]
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Sara Concas, Simone Maurizio La Cava, Roberto Casula, Giulia Orrù, Giovanni Puglisi, Gian Luca Marcialis:
Quality-based Artifact Modeling for Facial Deepfake Detection in Videos. CVPR Workshops 2024: 3845-3854
[c94]
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  - conf/fgr/Otroshi-Shahreza24
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Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. FG 2024: 1-9
[c93]
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  - conf/hcaiep/PerelliMOACM24
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Gianpaolo Perelli, Marco Micheletto, Giulia Orrù, Giulia Avvisati, Massimo Capozza, Gian Luca Marcialis:
Analysis of Human Action Recognition Features in Person Identification Systems for Anti-Bullying Applications. HCAIep 2024: 58
[c92]
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Giulia Orrù, Vincenzo Gattulli, Guido Colaiacovo, Stefano Marrone, Giovanni Puglisi, Lucia Sarcinella, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone:
Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach. Ital-IA 2024: 188-193
[i24]
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  - journals/corr/abs-2401-13418
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Gian Luca Marcialis, Paolo Mastinu, Fabio Roli:
Serial fusion of multi-modal biometric systems. CoRR abs/2401.13418 (2024)
[i23]
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  - journals/corr/abs-2403-08823
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Marcantonio Gagliardi, Marina Bonadeni, Sara Billai, Gian Luca Marcialis:
A Novel Approach to Personalized Personality Assessment with the Attachment-Caregiving Questionnaire (ACQ): First Evidence in favor of AI-Oriented Inventory Designs. CoRR abs/2403.08823 (2024)
[i22]
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  - journals/corr/abs-2404-04580
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Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. CoRR abs/2404.04580 (2024)
[i21]
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  - journals/corr/abs-2408-00388
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Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Tania Sari Bonaventura, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Stefano Tubaro, Claudia Melis Tonti, Massimo Villari, Domenico Vitulano:
Deepfake Media Forensics: State of the Art and Challenges Ahead. CoRR abs/2408.00388 (2024)
[i20]
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  - journals/corr/abs-2409-10481
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Simone Maurizio La Cava, Sara Concas, Ruben Tolosana, Roberto Casula, Giulia Orrù, Martin Drahanský, Julian Fiérrez, Gian Luca Marcialis:
Exploring 3D Face Reconstruction and Fusion Methods for Face Verification: A Case-Study in Video Surveillance. CoRR abs/2409.10481 (2024)
[i19]
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  - journals/corr/abs-2410-16341
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Gianpaolo Perelli, Andrea Panzino, Roberto Casula, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis:
Vulnerabilities in Machine Learning-Based Voice Disorder Detection Systems. CoRR abs/2410.16341 (2024)
2023
[j37]
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  - journals/iet-bmt/BuschDFKLNSAABBBBBCCCCCCCDDDFFG23
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Christoph Busch, Farzin Deravi, Dinusha Frings, Els Kindt, Ralph Lessmann, Alexander Nouak, Jean Salomon, Mateus Achcar, Fernando Alonso-Fernandez, Daniel Bachenheimer, David Bethell, Josef Bigün, Matthew Brawley, Guido Brockmann, Enrique Cabello, Patrizio Campisi, Aleksandrs Cepilovs, Miles Clee, Mickey Cohen, Christian Croll, Andrzej Czyzewski, Bernadette Dorizzi, Martin Drahanský, Pawel Drozdowski, Catherine Fankhauser, Julian Fiérrez, Marta Gomez-Barrero, Georg Hasse, Richard M. Guest, Ekaterina Komleva, Sébastien Marcel, Gian Luca Marcialis, Laurent Mercier, Emilio Mordini, Stefance Mouille, Pavlina Navratilova, Javier Ortega-Garcia, Dijana Petrovska, Norman Poh, Istvan Sz. Racz, Ramachandra Raghavendra, Christian Rathgeb, Christophe Remillet, Uwe Seidel, Luuk J. Spreeuwers, Brage Strand, Sirra Toivonen, Andreas Uhl:
Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics. IET Biom. 12(2): 112-128 (2023)
[j36]
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  - journals/information/OrruGGGM0NPTCIM23
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Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Marco Micheletto, Stefano Marrone, Wanda Nocerino, Angela Procaccino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone:
Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Inf. 14(8): 430 (2023)
[j35]
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  - journals/prl/CasulaMOMR23
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Roberto Casula, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
Towards realistic fingerprint presentation attacks: The ScreenSpoof method. Pattern Recognit. Lett. 171: 192-200 (2023)
[c91]
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  - conf/biosig/OrruPCCM23
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Giulia Orrù, Elia Porcedda, Simone Maurizio La Cava, Roberto Casula, Gian Luca Marcialis:
Human-Centered Evaluation of Anomalous Events Detection in Crowded Environments. BIOSIG 2023: 1-6
[c90]
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  - conf/biosig/PriesnitzCRMB23
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Jannis Priesnitz, Roberto Casula, Christian Rathgeb, Gian Luca Marcialis, Christoph Busch:
Towards Contactless Fingerprint Presentation Attack Detection using Algorithms from the Contact-based Domain. BIOSIG 2023: 1-6
[c89]
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  - conf/icb/MichelettoCOCCCFM23
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Marco Micheletto, Roberto Casula, Giulia Orrù, Simone Carta, Sara Concas, Simone Maurizio La Cava, Julian Fiérrez, Gian Luca Marcialis:
LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization. IJCB 2023: 1-8
[c88]
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  - conf/iciap/GaoCOFMR23
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Jie Gao, Sara Concas, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli:
Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces. ICIAP Workshops (1) 2023: 343-355
[c87]
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  - conf/ital-ia/OrruGGG0MPNTCIM23
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Giulia Orrù, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Angela Procaccino, Wanda Nocerino, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone:
Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. Ital-IA 2023: 189-194
[c86]
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  - conf/ital-ia/CasulaGG0MMOMS23
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Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone:
Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. Ital-IA 2023: 415-419
[c85]
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  - conf/ital-ia/PintorOMDDMBR23
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Maura Pintor, Giulia Orrù, Davide Maiorca, Ambra Demontis, Luca Demetrio, Gian Luca Marcialis, Battista Biggio, Fabio Roli:
Cybersecurity and AI: The PRALab Research Experience. Ital-IA 2023: 426-431
[c84]
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  - conf/itasec/ConcasOPM23
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Sara Concas, Giulia Orrù, Emiliano De Paoli, Gian Luca Marcialis:
Preliminary Results on a "Real" Iris Recognition System under Challenging Operational Conditions. ITASEC 2023
[i18]
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  - journals/corr/abs-2303-11164
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Simone Maurizio La Cava, Giulia Orrù, Tomás Goldmann, Martin Drahanský, Gian Luca Marcialis:
3D Face Reconstruction for Forensic Recognition - A Survey. CoRR abs/2303.11164 (2023)
[i17]
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  - journals/corr/abs-2304-06723
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Javier Galbally, Julian Fiérrez, Raffaele Cappelli, Gian Luca Marcialis:
Introduction to Presentation Attack Detection in Fingerprint Biometrics. CoRR abs/2304.06723 (2023)
[i16]
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  - journals/corr/abs-2309-11357
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Simone Maurizio La Cava, Giulia Orrù, Martin Drahanský, Gian Luca Marcialis, Fabio Roli:
3D Face Reconstruction: the Road to Forensics. CoRR abs/2309.11357 (2023)
[i15]
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  - journals/corr/abs-2309-15578
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Marco Micheletto, Roberto Casula, Giulia Orrù, Simone Carta, Sara Concas, Simone Maurizio La Cava, Julian Fiérrez, Gian Luca Marcialis:
LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization. CoRR abs/2309.15578 (2023)
2022
[j34]
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  - journals/iet-bmt/PanzinoOMR22
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Andrea Panzino, Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
EEG personal recognition based on 'qualified majority' over signal patches. IET Biom. 11(1): 63-78 (2022)
[j33]
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  - journals/iet-bmt/RidaMFIF22
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Imad Rida, Gian Luca Marcialis, Lunke Fei, Dan Istrate, Julian Fiérrez:
Guest editorial: Recent advances in representation learning for robust biometric recognition systems. IET Biom. 11(6): 531-533 (2022)
[j32]
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  - journals/ijbm/AbukmeilM22
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Mohanad Abukmeil, Gian Luca Marcialis:
Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features. Int. J. Biom. 14(1): 20-45 (2022)
[j31]
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  - journals/jimaging/GuarneraGGOPPBF22
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Luca Guarnera, Oliver Giudice, Francesco Guarnera, Alessandro Ortis, Giovanni Puglisi, Antonino Barbaro Paratore, Linh M. Q. Bui, Marco Fontani, Davide Alessandro Coccomini, Roberto Caldelli, Fabrizio Falchi, Claudio Gennaro, Nicola Messina, Giuseppe Amato, Gianpaolo Perelli, Sara Concas, Carlo Cuccu, Giulia Orrù, Gian Luca Marcialis, Sebastiano Battiato:
The Face Deepfake Detection Challenge. J. Imaging 8(10): 263 (2022)
[j30]
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  - journals/prl/MarcialisLD22
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Gian Luca Marcialis, Xiaoming Liu, Luca Didaci:
Biometric presentation attacks: Handcrafted features versus deep learning approaches. Pattern Recognit. Lett. 163: 55-56 (2022)
[c83]
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  - conf/iciap/ConcasGCOFMPR22
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Sara Concas, Jie Gao, Carlo Cuccu, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis, Giovanni Puglisi, Fabio Roli:
Experimental Results on Multi-modal Deepfake Detection. ICIAP (2) 2022: 164-175
[c82]
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Sara Concas, Gianpaolo Perelli, Gian Luca Marcialis, Giovanni Puglisi:
Tensor-Based Deepfake Detection in Scaled and Compressed Images. ICIP 2022: 3121-3125
[c81]
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Simone Maurizio La Cava, Giulia Orrù, Tomás Goldmann, Martin Drahanský, Gian Luca Marcialis:
3D Face Reconstruction for Forensic Recognition - A Survey. ICPR 2022: 930-937
[i14]
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  - journals/corr/abs-2202-07259
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Marco Micheletto, Giulia Orrù, Roberto Casula, David Yambay, Gian Luca Marcialis, Stephanie A. C. Schuckers:
Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021. CoRR abs/2202.07259 (2022)
2021
[j29]
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Marco Micheletto, Gian Luca Marcialis, Giulia Orrù, Fabio Roli:
Fingerprint Recognition With Embedded Presentation Attacks Detection: Are We Ready? IEEE Trans. Inf. Forensics Secur. 16: 5338-5351 (2021)
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Roberto Casula, Marco Micheletto, Giulia Orrù, Rita Delussu, Sara Concas, Andrea Panzino, Gian Luca Marcialis:
LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown. IJCB 2021: 1-6
[i13]
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  - journals/corr/abs-2108-10183
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Roberto Casula, Marco Micheletto, Giulia Orrù, Rita Delussu, Sara Concas, Andrea Panzino, Gian Luca Marcialis:
LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown. CoRR abs/2108.10183 (2021)
[i12]
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  - journals/corr/abs-2110-10567
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Marco Micheletto, Gian Luca Marcialis, Giulia Orrù, Fabio Roli:
Fingerprint recognition with embedded presentation attacks detection: are we ready? CoRR abs/2110.10567 (2021)
2020
[j28]
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Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
A novel classification-selection approach for the self updating of template-based face recognition systems. Pattern Recognit. 100: 107121 (2020)
[c79]
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  - conf/icpr/0002COMS20
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Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone:
Fingerprint Adversarial Presentation Attack in the Physical Domain. ICPR Workshops (6) 2020: 530-543
[c78]
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Giulia Orrù, Marco Micheletto, Fabio Terranova, Gian Luca Marcialis:
Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface. ICPR 2020: 2853-2860
[c77]
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Roberto Casula, Giulia Orrù, Daniele Angioni, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli:
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? ICPR 2020: 3412-3418
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Giulia Orrù, Davide Ghiani, Maura Pintor, Gian Luca Marcialis, Fabio Roli:
Detecting Anomalies from Video-Sequences: a Novel Descriptor. ICPR 2020: 4642-4649
[c75]
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  - conf/ipas2/OrruMFM20
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Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis:
Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. IPAS 2020: 77-82
[i11]
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  - journals/corr/abs-2007-03397
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Roberto Casula, Giulia Orrù, Daniele Angioni, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli:
Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? CoRR abs/2007.03397 (2020)
[i10]
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  - journals/corr/abs-2008-00821
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Mohanad Abukmeil, Gian Luca Marcialis:
Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features. CoRR abs/2008.00821 (2020)
[i9]
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Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis:
Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. CoRR abs/2010.04072 (2020)
[i8]
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Giulia Orrù, Davide Ghiani, Maura Pintor, Gian Luca Marcialis, Fabio Roli:
Detecting Anomalies from Video-Sequences: a Novel Descriptor. CoRR abs/2010.06407 (2020)
[i7]
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Giulia Orrù, Marco Micheletto, Fabio Terranova, Gian Luca Marcialis:
Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface. CoRR abs/2010.06412 (2020)

2010 – 2019

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2019
[j27]
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Matteo Fraschini, Sara Maria Pani, Luca Didaci, Gian Luca Marcialis:
Robustness of functional connectivity metrics for EEG-based personal identification over task-induced intra-class and inter-class variations. Pattern Recognit. Lett. 125: 49-54 (2019)
[j26]
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Andrea F. Abate, Gian Luca Marcialis, Norman Poh, Carlo Sansone:
Introduction to the special issue on robustness, security and regulation aspects in current biometric systems (RSRA-BS). Pattern Recognit. Lett. 126: 1-2 (2019)
[j25]
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Imad Rida, Romain Hérault, Gian Luca Marcialis, Gilles Gasso:
Palmprint recognition with an efficient data driven ensemble classifier. Pattern Recognit. Lett. 126: 21-30 (2019)
[c74]
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Agata Gielczyk, Gian Luca Marcialis, Michal Choras:
Binary Code for the Compact Palmprint Representation Using Texture Features. CAIP (2) 2019: 132-142
[c73]
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Giulia Orrù, Marco Garau, Matteo Fraschini, Javier Acedo, Luca Didaci, David Ibáñez, Aureli Soria-Frisch, Gian Luca Marcialis:
Personal Identity Verification by EEG-Based Network Representation on a Portable Device. CAIP (2) 2019: 164-171
[c72]
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Giulia Orrù, Roberto Casula, Pierluigi Tuveri, Carlotta Bazzoni, Giovanna Dessalvi, Marco Micheletto, Luca Ghiani, Gian Luca Marcialis:
LivDet in Action - Fingerprint Liveness Detection Competition 2019. ICB 2019: 1-6
[c71]
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Giulia Orrù, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis:
Analysis of "User-Specific Effect" and Impact of Operator Skills on Fingerprint PAD Systems. ICIAP Workshops 2019: 48-56
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Pierluigi Tuveri, Luca Ghiani, Mikel Zurutuza, Valerio Mura, Gian Luca Marcialis:
Interoperability Among Capture Devices for Fingerprint Presentation Attacks Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. 2019: 71-108
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David Yambay, Luca Ghiani, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers:
Review of Fingerprint Presentation Attack Detection Competitions. Handbook of Biometric Anti-Spoofing, 2nd Ed. 2019: 109-131
[i6]
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  - journals/corr/abs-1905-00639
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Giulia Orrù, Roberto Casula, Pierluigi Tuveri, Carlotta Bazzoni, Giovanna Dessalvi, Marco Micheletto, Luca Ghiani, Gian Luca Marcialis:
LivDet in Action - Fingerprint Liveness Detection Competition 2019. CoRR abs/1905.00639 (2019)
[i5]
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  - journals/corr/abs-1907-08068
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Giulia Orrù, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis:
Analysis of "User-Specific Effect" and Impact of Operator Skills on Fingerprint PAD Systems. CoRR abs/1907.08068 (2019)
[i4]
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  - journals/corr/abs-1911-12688
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Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
A novel classification-selection approach for the self updating of template-based face recognition systems. CoRR abs/1911.12688 (2019)
2018
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Valerio Mura, Giulia Orrù, Roberto Casula, Alessandra Sibiriu, Giulia Loi, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis:
LivDet 2017 Fingerprint Liveness Detection Competition 2017. ICB 2018: 297-302
[c69]
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  - conf/ipta/MarascoCTGM18
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Emanuela Marasco, Stefany Cando, Larry Tang, Luca Ghiani, Gian Luca Marcialis:
A Look At Non-Cooperative Presentation Attacks in Fingerprint Systems. IPTA 2018: 1-6
[c68]
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Marco Micheletto, Giulia Orrù, Imad Rida, Luca Ghiani, Gian Luca Marcialis:
A multiple classifiers-based approach to palmvein identification. IPTA 2018: 1-6
[c67]
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Giulia Orrù, Gian Luca Marcialis, Fabio Roli:
An experimental investigation on self adaptive facial recognition algorithms using a long time span data set. IPTA 2018: 1-6
[i3]
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  - journals/corr/abs-1803-05210
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Valerio Mura, Giulia Orrù, Roberto Casula, Alessandra Sibiriu, Giulia Loi, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis:
LivDet 2017 Fingerprint Liveness Detection Competition 2017. CoRR abs/1803.05210 (2018)
2017
[j24]
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Luca Ghiani, Abdenour Hadid, Gian Luca Marcialis, Fabio Roli:
Fingerprint liveness detection using local texture features. IET Biom. 6(3): 224-231 (2017)
[j23]
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Luca Ghiani, David A. Yambay, Valerio Mura, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers:
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015. Image Vis. Comput. 58: 110-128 (2017)
[j22]
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Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. IEEE Trans. Pattern Anal. Mach. Intell. 39(3): 561-575 (2017)
[c66]
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Luca Ghiani, Gian Luca Marcialis, Fabio Roli:
Fingerprint presentation attacks detection based on the user-specific effect. IJCB 2017: 352-358
[c65]
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  - conf/iciap/SannaM17
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Pietro S. Sanna, Gian Luca Marcialis:
Remote Biometric Verification for eLearning Applications: Where We Are. ICIAP (2) 2017: 373-383
[c64]
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Pierluigi Tuveri, Mikel Zurutuza, Gian Luca Marcialis:
Incremental Support Vector Machine for Self-updating Fingerprint Presentation Attack Detection Systems. ICIAP (1) 2017: 739-749
[c63]
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Luca Ghiani, Valerio Mura, Pierluigi Tuveri, Gian Luca Marcialis:
On the Interoperability of Capture Devices in Fingerprint Presentation Attacks Detection. ITASEC 2017: 66-75
2016
[j21]
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M. Ali Akber Dewan, Eric Granger, Gian Luca Marcialis, Robert Sabourin, Fabio Roli:
Adaptive appearance model tracking for still-to-video face recognition. Pattern Recognit. 49: 129-151 (2016)
[j20]
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Imad Rida, Xudong Jiang, Gian Luca Marcialis:
Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition. IEEE Signal Process. Lett. 23(1): 154-158 (2016)
[c62]
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Pierluigi Tuveri, Luca Ghiani, Mohanad Abukmeil, Gian Luca Marcialis:
On Combining Edge Detection Methods for Improving BSIF Based Facial Recognition Performances. AMDO 2016: 108-116
[c61]
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  - conf/icb/GarauFDM16
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Marco Garau, Matteo Fraschini, Luca Didaci, Gian Luca Marcialis:
Experimental results on multi-modal fusion of EEG-based personal verification algorithms. ICB 2016: 1-6
[c60]
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  - conf/icb/GhianiMRT16
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Luca Ghiani, Gian Luca Marcialis, Fabio Roli, Pierluigi Tuveri:
User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research. ICB 2016: 1-6
[i2]
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Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. CoRR abs/1609.01461 (2016)
[i1]
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Luca Ghiani, David A. Yambay, Valerio Mura, Gian Luca Marcialis, Fabio Roli, Stephanie A. C. Schuckers:
Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015. CoRR abs/1609.01648 (2016)
2015
[j19]
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Matteo Fraschini, Arjan Hillebrand, Matteo Demuru, Luca Didaci, Gian Luca Marcialis:
An EEG-Based Biometric System Using Eigenvector Centrality in Resting State Brain Networks. IEEE Signal Process. Lett. 22(6): 666-670 (2015)
[c59]
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Valerio Mura, Luca Ghiani, Gian Luca Marcialis, Fabio Roli, David A. Yambay, Stephanie A. C. Schuckers:
LivDet 2015 fingerprint liveness detection competition 2015. BTAS 2015: 1-6
[c58]
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Imad Rida, Ahmed Bouridane, Gian Luca Marcialis, Pierluigi Tuveri:
Improved Human Gait Recognition. ICIAP (2) 2015: 119-129
[c57]
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Pierluigi Tuveri, Valerio Mura, Gian Luca Marcialis, Fabio Roli:
A Classification-Selection Approach for Self Updating of Face Verification Systems Under Stringent Storage and Computational Requirements. ICIAP (2) 2015: 540-550
[c56]
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Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli:
Adaptive Classification for Person Re-identification Driven by Change Detection. ICPRAM (1) 2015: 45-55
[c55]
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M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli:
Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker. SSCI 2015: 196-202
[r1]
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Gian Luca Marcialis, Battista Biggio, Giorgio Fumera:
Anti-spoofing, Multimodal. Encyclopedia of Biometrics 2015: 103-105
2014
[j18]
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Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli:
Adaptive ensembles for face recognition in changing video surveillance environments. Inf. Sci. 286: 75-101 (2014)
[j17]
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Gian Luca Marcialis, Fabio Roli, Gianluca Fadda:
A novel method for head pose estimation based on the "Vitruvian Man". Int. J. Mach. Learn. Cybern. 5(1): 111-124 (2014)
[j16]
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Luca Didaci, Gian Luca Marcialis, Fabio Roli:
Analysis of unsupervised template update in biometric recognition systems. Pattern Recognit. Lett. 37: 151-160 (2014)
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Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli:
Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams. ANNPR 2014: 105-116
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Christophe Pagano, Eric Granger, Robert Sabourin, Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
Efficient adaptive face recognition systems based on capture conditions. CIBIM 2014: 60-67
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Norman Poh, Rita Wong, Gian Luca Marcialis:
Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study. CIBIM 2014: 175-180
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Giorgio Fumera, Gian Luca Marcialis, Battista Biggio, Fabio Roli, Stephanie A. C. Schuckers:
Multimodal Anti-spoofing in Biometric Recognition Systems. Handbook of Biometric Anti-Spoofing 2014: 165-184
2013
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
A multi-modal dataset, protocol and tools for adaptive biometric systems: a benchmarking study. Int. J. Biom. 5(3/4): 266-287 (2013)
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Gian Luca Marcialis, Fabio Roli, Luca Didaci:
Multimodal fingerprint verification by score-level fusion: An experimental investigation. J. Intell. Fuzzy Syst. 24(1): 51-60 (2013)
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
Biometric system adaptation by self-update and graph-based techniques. J. Vis. Lang. Comput. 24(1): 1-9 (2013)
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Luca Ghiani, Abdenour Hadid, Gian Luca Marcialis, Fabio Roli:
Fingerprint Liveness Detection using Binarized Statistical Image Features. BTAS 2013: 1-6
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Yu Guan, Xingjie Wei, Chang-Tsun Li, Gian Luca Marcialis, Fabio Roli, Massimo Tistarelli:
Combining gait and face for tackling the elapsed time challenges. BTAS 2013: 1-8
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Luca Ghiani, David Yambay, Valerio Mura, Simona Tocco, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers:
LivDet 2013 Fingerprint Liveness Detection Competition 2013. ICB 2013: 1-6
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M. Ali Akber Dewan, Eric Granger, Fabio Roli, Robert Sabourin, Gian Luca Marcialis:
A comparison of adaptive appearance methods for tracking faces in video surveillance. ICDP 2013: 1-7
[c47]
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Gianluca Fadda, Gian Luca Marcialis, Fabio Roli, Luca Ghiani:
Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation. ICIAP (1) 2013: 280-289
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Gian Luca Marcialis, Luca Didaci, Fabio Roli:
Estimating the Serial Combination's Performance from That of Individual Base Classifiers. ICIAP (1) 2013: 622-631
2012
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Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Security evaluation of biometric authentication systems under real spoofing attacks. IET Biom. 1(1): 11-24 (2012)
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Gian Luca Marcialis, Pietro Coli, Fabio Roli:
Fingerprint Liveness Detection Based on Fake Finger Characteristics. Int. J. Digit. Crime Forensics 4(3): 1-19 (2012)
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Luca Ghiani, Paolo Denti, Gian Luca Marcialis:
Experimental Results on Fingerprint Liveness Detection. AMDO 2012: 210-218
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Evaluation of serial and parallel multibiometric systems under spoofing attacks. BTAS 2012: 283-288
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David Yambay, Luca Ghiani, Paolo Denti, Gian Luca Marcialis, Fabio Roli, Stephanie A. C. Schuckers:
LivDet 2011 - Fingerprint liveness detection competition 2011. ICB 2012: 208-215
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Evaluation of multimodal biometric score fusion rules under spoof attacks. ICB 2012: 402-407
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Luca Ghiani, Gian Luca Marcialis, Fabio Roli:
Fingerprint liveness detection by local phase quantization. ICPR 2012: 537-540
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Ajita Rattani, Gian Luca Marcialis, Eric Granger, Fabio Roli:
A dual-staged classification-selection approach for automated update of biometric templates. ICPR 2012: 2972-2975
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Gian Luca Marcialis, Luca Didaci, Alessandro Pisano, Eric Granger, Fabio Roli:
Why template self-update should work in biometric authentication systems? ISSPA 2012: 1086-1091
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Luca Ghiani, Gian Luca Marcialis, Fabio Roli:
Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms. MM&Sec 2012: 157-164
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Gian Luca Marcialis, Luca Ghiani, Katja Vetter, Dirk Morgeneier, Fabio Roli:
Large Scale Experiments on Fingerprint Liveness Detection. SSPR/SPR 2012: 501-509
2011
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Massimiliano Dibitonto, Antonio Buonaiuto, Gian Luca Marcialis, Daniele Muntoni, Carlo Maria Medaglia, Fabio Roli:
Fusion of Radio and Video Localization for People Tracking. AmI 2011: 258-263
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Zahid Akhtar, Battista Biggio, Giorgio Fumera, Gian Luca Marcialis:
Robustness of multi-modal biometric systems under realistic spoof attacks against all traits. BioMS 2011: 1-6
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
Self adaptive systems: An experimental analysis of the performance over time. CIBIM 2011: 36-43
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Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Robustness of multi-modal biometric verification systems under realistic spoofing attacks. IJCB 2011: 1-6
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks. ICCST 2011: 1-8
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Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli:
Robustness Evaluation of Biometric Systems under Spoof Attacks. ICIAP (1) 2011: 159-168
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment. ICIAP (1) 2011: 595-604
2010
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Gian Luca Marcialis, Fabio Roli, Alessandra Tidu:
Analysis of Fingerprint Pores for Vitality Detection. ICPR 2010: 1289-1292
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Gian Luca Marcialis, Fabio Roli, Pietro Coli, Giovanni Delogu:
A Fingerprint Forensic Tool for Criminal Investigations. Handbook of Research on Computational Forensics, Digital Crime, and Investigation 2010: 23-52

2000 – 2009

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2009
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Gian Luca Marcialis, Fabio Roli, Luca Didaci:
Personal identity verification by serial fusion of fingerprint and face matchers. Pattern Recognit. 42(11): 2807-2817 (2009)
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Gian Luca Marcialis, Fabio Roli, Daniele Muntoni:
Group-specific face verification using soft biometrics. J. Vis. Lang. Comput. 20(2): 101-109 (2009)
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Luca Didaci, Gian Luca Marcialis, Fabio Roli:
Modelling FRR of Biometric Verification Systems Using the Template Co-update Algorithm. ICB 2009: 765-774
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Ajita Rattani, Biagio Freni, Gian Luca Marcialis, Fabio Roli:
Template Update Methods in Adaptive Biometric Systems: A Critical Review. ICB 2009: 847-856
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Gian Luca Marcialis, Aaron Lewicke, Bozhao Tan, Pietro Coli, Dominic Grimberg, Alberto Congiu, Alessandra Tidu, Fabio Roli, Stephanie A. C. Schuckers:
First International Fingerprint Liveness Detection Competition - LivDet 2009. ICIAP 2009: 12-23
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification. ICIAP 2009: 434-442
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Luca Didaci, Gian Luca Marcialis, Fabio Roli:
Semi-supervised Co-update of Multiple Matchers. MCS 2009: 152-160
2008
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Pietro Coli, Gian Luca Marcialis, Fabio Roli:
Fingerprint silicon Replicas: Static and Dynamic Features for Vitality Detection Using an Optical Capture Device. Int. J. Image Graph. 8(4): 495-512 (2008)
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Fernando Alonso-Fernandez, Fabio Roli, Gian Luca Marcialis, Julian Fiérrez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez:
Performance of fingerprint quality measures depending on sensor technology. J. Electronic Imaging 17(1): 011008 (2008)
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Biagio Freni, Gian Luca Marcialis, Fabio Roli:
Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison. AMDO 2008: 441-448
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Ajita Rattani, Gian Luca Marcialis, Fabio Roli:
Capturing large intra-class variations of biometric data by template co-updating. CVPR Workshops 2008: 1-6
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Biagio Freni, Gian Luca Marcialis, Fabio Roli:
Replacement Algorithms for Fingerprint Template Update. ICIAR 2008: 884-893
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Gian Luca Marcialis, Ajita Rattani, Fabio Roli:
Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification. SSPR/SPR 2008: 684-693
[c19]
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Biagio Freni, Gian Luca Marcialis, Fabio Roli:
Template Selection by Editing Algorithms: A Case Study in Face Recognition. SSPR/SPR 2008: 745-754
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Luca Didaci, Gian Luca Marcialis, Fabio Roli:
A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems. SSPR/SPR 2008: 765-774
2007
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Pietro Coli, Gian Luca Marcialis, Fabio Roli:
Power spectrum-based fingerprint vitality detection. AutoID 2007: 169-173
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Pietro Coli, Gian Luca Marcialis, Fabio Roli:
Vitality Detection from Fingerprint Images: A Critical Survey. ICB 2007: 722-731
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Fabio Roli, Luca Didaci, Gian Luca Marcialis:
Template Co-update in Multimodal Biometric Systems. ICB 2007: 1194-1202
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Gian Luca Marcialis, Fabio Roli:
Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions. ICIAP 2007: 259-264
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Gian Luca Marcialis, Fabio Roli:
Serial Fusion of Fingerprint and Face Matchers. MCS 2007: 151-160
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Gian Luca Marcialis, Fabio Roli, Alessandra Serrau:
Graph-Based and Structural Methods for Fingerprint Classification. Applied Graph Theory in Computer Vision and Pattern Recognition 2007: 205-226
2006
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Gian Luca Marcialis, Fabio Roli:
Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms. Int. J. Image Graph. 6(2): 293-311 (2006)
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Fabio Roli, Gian Luca Marcialis:
Semi-supervised PCA-Based Face Recognition Using Self-training. SSPR/SPR 2006: 560-568
[c11]
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Pietro Coli, Gian Luca Marcialis, Fabio Roli:
Analysis and Selection of Features for the Fingerprint Vitality Detection. SSPR/SPR 2006: 907-915
2005
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Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis:
A study on the performances of dynamic classifier selection based on local accuracy estimation. Pattern Recognit. 38(11): 2188-2191 (2005)
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Gian Luca Marcialis, Fabio Roli:
Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function. Pattern Recognit. Lett. 26(12): 1830-1839 (2005)
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Alessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli:
An Experimental Comparison of Fingerprint Classification Methods Using Graphs. GbRPR 2005: 281-290
2004
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Gian Luca Marcialis, Fabio Roli:
Fusion of appearance-based face recognition algorithms. Pattern Anal. Appl. 7(2): 151-163 (2004)
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Gian Luca Marcialis, Fabio Roli:
Fingerprint verification by fusion of optical and capacitive sensors. Pattern Recognit. Lett. 25(11): 1315-1322 (2004)
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Gian Luca Marcialis, Fabio Roli:
Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors. ECCV Workshop BioAW 2004: 307-317
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Gian Luca Marcialis, Fabio Roli:
High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers. Multiple Classifier Systems 2004: 364-373
2003
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Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli:
Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines. Pattern Recognit. 36(2): 397-406 (2003)
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Gian Luca Marcialis, Fabio Roli, Alessandra Serrau:
Fusion of Statistical and Structural Fingerprint Classifiers. AVBPA 2003: 310-317
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Gian Luca Marcialis, Fabio Roli:
Experimental Results on Fusion of Multiple Fingerprint Matchers. AVBPA 2003: 814-820
2002
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Gian Luca Marcialis, Fabio Roli:
Fusion of LDA and PCA for Face Verification. Biometric Authentication 2002: 30-38
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Fabio Roli, Sarunas Raudys, Gian Luca Marcialis:
An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs. Multiple Classifier Systems 2002: 232-241
2001
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Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli:
A New Machine Learning Approach to Fingerprint Classification. AI*IA 2001: 57-63
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Gian Luca Marcialis, Fabio Roli, Paolo Frasconi:
Fingerprint Classification by Combination of Flat and Structural Approaches. AVBPA 2001: 241-246
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Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp:
Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation. Multiple Classifier Systems 2001: 349-358

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