Gian Luca Marcialis

197 papers B 16C 1Misc 3Journal 80Unranked 91

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	3D differential decomposition for video deepfake detection with identity suppression. Signal Process. Image Commun. Jie Gao, Marco Micheletto, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis
2026	—	`conf`	Deepfake Detection, Attribution, and Authentication: Insights from the FF4ALL Project. ITASEC/SERICS Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Pietro Bongini, Vittoria Bruni, Roberto Casula, Lorenzo Cirillo, Roberto Caldelli, Giuseppe Daidone, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Simone Maurizio La Cava, Sara Mandelli, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Viola Negroni, Giulia Orrù, Pericle Perazzo, Giovanni Puglisi, Davide Salvi, Benedetta Tondi, Stefano Tubaro, Massimo Villari, Domenico Vitulano
2026	J	`jnl`	Exploiting multiple representations: 3D face biometrics fusion with application to surveillance. Array Simone Maurizio La Cava, Roberto Casula, Sara Concas, Giulia Orrù, Ruben Tolosana, Martin Drahanský, Julian Fierrez, Gian Luca Marcialis
2026	J	`jnl`	FaceSpoofLDM: Language-Guided Synthesis of Face Presentation Attacks Based on Latent Diffusion. IEEE Access André Dörsch, Marcel Grimmer, Lázaro Janier González-Soler, Roberto Casula, Gian Luca Marcialis, Christoph Busch, Christian Rathgeb
2026	—	`conf`	LSB-based Fragile Watermarking for Image Integrity Verification Under Morphing Attacks. ITASEC/SERICS Davide Ghiani, Sergio Soggiu, Jefferson David Rodriguez Chivata, Simone Maurizio La Cava, Marco Micheletto, Giulia Orrù, Federico Lama, Gian Luca Marcialis
2026	J	`jnl`	Robust deepfake detection in compressed videos with scalable network strategies. Expert Syst. Appl. Gianpaolo Perelli, Marco Micheletto, Sara Concas, Giovanni Puglisi, Gian Luca Marcialis
2025	—	`conf`	Combined Adversarial Attacks for Breaking Fingerprint Recognition and Presentation Attack Detection. EUSIPCO Simone Zedda, Simone Maurizio La Cava, Simone Carta, Roberto Casula, Gian Luca Marcialis
2025	—	`conf`	Deceptive Beauty: Evaluating the Impact of Beauty Filters on Deepfake and Morphing Attack Detection. MetroXRAINE Sara Concas, Simone Maurizio La Cava, Andrea Panzino, Ester Masala, Giulia Orrù, Gian Luca Marcialis
2025	J	`jnl`	Deceptive Beauty: Evaluating the Impact of Beauty Filters on Deepfake and Morphing Attack Detection. CoRR Sara Concas, Simone Maurizio La Cava, Andrea Panzino, Ester Masala, Giulia Orrù, Gian Luca Marcialis
2025	B	`conf`	Deep Data Hiding for ICAO-Compliant Face Images: A Survey. IJCB Jefferson David Rodriguez Chivata, Davide Ghiani, Simone Maurizio La Cava, Marco Micheletto, Giulia Orrù, Federico Lama, Gian Luca Marcialis
2025	J	`jnl`	Deep Data Hiding for ICAO-Compliant Face Images: A Survey. CoRR Jefferson David Rodriguez Chivata, Davide Ghiani, Simone Maurizio La Cava, Marco Micheletto, Giulia Orrù, Federico Lama, Gian Luca Marcialis
2025	J	`jnl`	Deepfake Media Forensics: Status and Future Challenges. J. Imaging Irene Amerini, Mauro Barni, Sebastiano Battiato, Paolo Bestagini, Giulia Boato, Vittoria Bruni, Roberto Caldelli, Francesco G. B. De Natale, Rocco De Nicola, Luca Guarnera, Sara Mandelli, Taiba Majid Wani, Gian Luca Marcialis, Marco Micheletto, Andrea Montibeller, Giulia Orrù, Alessandro Ortis, Pericle Perazzo, Giovanni Puglisi, Nischay Purnekar, Davide Salvi, Stefano Tubaro, Massimo Villari, Domenico Vitulano
2025	J	`jnl`	Exploiting Multiple Representations: 3D Face Biometrics Fusion with Application to Surveillance. CoRR Simone Maurizio La Cava, Roberto Casula, Sara Concas, Giulia Orrù, Ruben Tolosana, Martin Drahanský, Julian Fierrez, Gian Luca Marcialis
2025	—	`conf`	Facial Deepfake Detection: Five Years of Research Efforts and the FF4ALL-SERICS Experience. DFF@MM Gian Luca Marcialis
2025	B	`conf`	Fragile Watermarking for Image Certification Using Deep Steganographic Embedding. IJCNN Davide Ghiani, Jefferson David Rodriguez Chivata, Stefano Lilliu, Simone Maurizio La Cava, Marco Micheletto, Giulia Orrù, Federico Lama, Gian Luca Marcialis
2025	J	`jnl`	Fragile Watermarking for Image Certification Using Deep Steganographic Embedding. CoRR Davide Ghiani, Jefferson David Rodriguez Chivata, Stefano Lilliu, Simone Maurizio La Cava, Marco Micheletto, Giulia Orrù, Federico Lama, Gian Luca Marcialis
2025	J	`jnl`	Improving Fingerprint Presentation Attack Detection by an Approach Integrated Into the Personal Verification Stage. IEEE Trans. Biom. Behav. Identity Sci. Marco Micheletto, Giulia Orrù, Luca Ghiani, Gian Luca Marcialis
2025	J	`jnl`	Improving fingerprint presentation attack detection by an approach integrated into the personal verification stage. CoRR Marco Micheletto, Giulia Orrù, Luca Ghiani, Gian Luca Marcialis
2025	J	`jnl`	Interpretability of fingerprint presentation attack detection systems: a look at the "representativeness" of samples against never-seen-before attacks. Mach. Vis. Appl. Simone Carta, Roberto Casula, Giulia Orrù, Marco Micheletto, Gian Luca Marcialis
2025	B	`conf`	LivDet2025: Toward Robust and Generalizable Fingerprint Presentation Attack Detection. IJCB Giulia Orrù, Marco Micheletto, Roberto Casula, Simone Zedda, Daniele Fenu, Lambert Igene, Jannis Priesnitz, Christoph Busch, Christian Rathgeb, Stephanie A. C. Schuckers, Gian Luca Marcialis
2025	—	`conf`	Pixel Perfect or Perfectly Fake? Exploring the Robustness of Digital Forensic Tools Against Facial Deepfakes and Morphed Images. EUSIPCO Silvia Lucia Sanna, Andrea Panzino, Simone Maurizio La Cava, Sara Concas, Leonardo Regano, Davide Maiorca, Gian Luca Marcialis, Giorgio Giacinto
2025	—	`conf`	The BullyBuster Research Center: a multidisciplinary approach to digital and social violence. Ital-IA Giulia Orrù, Guido Colaiacovo, Sara Concas, Antonio Galli, Vincenzo Gattulli, Michela Gravina, Stefano Marrone, Marco Micheletto, Wanda Nocerino, Angela Procaccino, Giovanni Puglisi, Lucia Sarcinella, Enrico Santoro, Grazia Terrone, Alessandro Valenti, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
2025	—	`conf`	Unintended Identification in HAR Systems: Evaluating Privacy Risks. MetroXRAINE Gianpaolo Perelli, Jefferson David Rodriguez Chivata, Sara Concas, Giulia Avvisati, Massimo Capozza, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis
2024	J	`jnl`	3D Face Reconstruction: The Road to Forensics. ACM Comput. Surv. Simone Maurizio La Cava, Giulia Orrù, Martin Drahanský, Gian Luca Marcialis, Fabio Roli
2024	J	`jnl`	A Novel Approach to Personalized Personality Assessment with the Attachment-Caregiving Questionnaire (ACQ): First Evidence in favor of AI-Oriented Inventory Designs. CoRR Marcantonio Gagliardi, Marina Bonadeni, Sara Billai, Gian Luca Marcialis
2024	—	`conf`	Analysis of Human Action Recognition Features in Person Identification Systems for Anti-Bullying Applications. HCAIep Gianpaolo Perelli, Marco Micheletto, Giulia Orrù, Giulia Avvisati, Massimo Capozza, Gian Luca Marcialis
2024	—	`conf`	Artificial intelligence tools in the ongoing fight against bullying and cyberbullying: a multidisciplinary approach. Ital-IA Giulia Orrù, Vincenzo Gattulli, Guido Colaiacovo, Stefano Marrone, Giovanni Puglisi, Lucia Sarcinella, Grazia Terrone, Donatella Curtotti, Donato Impedovo, Gian Luca Marcialis, Carlo Sansone
2024	J	`jnl`	Automating parasite egg detection: insights from the first AI-KFM challenge. Frontiers Artif. Intell. 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
2024	J	`jnl`	Balancing Accuracy and Error Rates in Fingerprint Verification Systems Under Presentation Attacks With Sequential Fusion. IEEE Trans. Biom. Behav. Identity Sci. Marco Micheletto, Gian Luca Marcialis
2024	—	`conf`	Data generation via diffusion models for crowd anomaly detection. BMVC Workshops Giulia Orrù, Riccardo Lecca, Riccardo Puddu, Simone Maurizio La Cava, Marco Micheletto, Gian Luca Marcialis
2024	J	`jnl`	DeepFake detection based on high-frequency enhancement network for highly compressed content. Expert Syst. Appl. Jie Gao, Zhaoqiang Xia, Gian Luca Marcialis, Chen Dang, Jing Dai, Xiaoyi Feng
2024	—	`conf`	Deepfake Media Forensics: State of the Art and Challenges Ahead. ASONAM (Workshops) 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
2024	J	`jnl`	Deepfake Media Forensics: State of the Art and Challenges Ahead. CoRR 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
2024	—	`conf`	Evaluating the Integration of Morph Attack Detection in Automated Face Recognition Systems. CVPR Workshops Andrea Panzino, Simone Maurizio La Cava, Giulia Orrù, Gian Luca Marcialis
2024	—	`conf`	Exploring 3D Face Reconstruction and Fusion Methods for Face Verification: A Case-Study in Video Surveillance. ECCV Workshops (13) Simone Maurizio La Cava, Sara Concas, Ruben Tolosana, Roberto Casula, Giulia Orrù, Martin Drahanský, Julian Fierrez, Gian Luca Marcialis
2024	J	`jnl`	Exploring 3D Face Reconstruction and Fusion Methods for Face Verification: A Case-Study in Video Surveillance. CoRR Simone Maurizio La Cava, Sara Concas, Ruben Tolosana, Roberto Casula, Giulia Orrù, Martin Drahanský, Julian Fiérrez, Gian Luca Marcialis
2024	J	`jnl`	Mobile Contactless Fingerprint Presentation Attack Detection: Generalizability and Explainability. IEEE Trans. Biom. Behav. Identity Sci. Jannis Priesnitz, Roberto Casula, Jascha Kolberg, Meiling Fang, Akhila Madhu, Christian Rathgeb, Gian Luca Marcialis, Naser Damer, Christoph Busch
2024	—	`conf`	Quality-based Artifact Modeling for Facial Deepfake Detection in Videos. CVPR Workshops Sara Concas, Simone Maurizio La Cava, Roberto Casula, Giulia Orrù, Giovanni Puglisi, Gian Luca Marcialis
2024	J	`jnl`	Realistic Fingerprint Presentation Attacks Based on an Adversarial Approach. IEEE Trans. Inf. Forensics Secur. Roberto Casula, Giulia Orrù, Stefano Marrone, Umberto Gagliardini, Gian Luca Marcialis, Carlo Sansone
2024	B	`conf`	SDFR: Synthetic Data for Face Recognition Competition. FG 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
2024	J	`jnl`	SDFR: Synthetic Data for Face Recognition Competition. CoRR 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
2024	J	`jnl`	Serial fusion of multi-modal biometric systems. CoRR Gian Luca Marcialis, Paolo Mastinu, Fabio Roli
2024	J	`jnl`	Texture and artifact decomposition for improving generalization in deep-learning-based deepfake detection. Eng. Appl. Artif. Intell. Jie Gao, Marco Micheletto, Giulia Orrù, Sara Concas, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli
2024	—	`conf`	Vulnerabilities in Machine Learning-Based Voice Disorder Detection Systems. WIFS Gianpaolo Perelli, Andrea Panzino, Roberto Casula, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis
2024	J	`jnl`	Vulnerabilities in Machine Learning-Based Voice Disorder Detection Systems. CoRR Gianpaolo Perelli, Andrea Panzino, Roberto Casula, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis
2023	J	`jnl`	3D Face Reconstruction for Forensic Recognition - A Survey. CoRR Simone Maurizio La Cava, Giulia Orrù, Tomás Goldmann, Martin Drahanský, Gian Luca Marcialis
2023	J	`jnl`	3D Face Reconstruction: the Road to Forensics. CoRR Simone Maurizio La Cava, Giulia Orrù, Martin Drahanský, Gian Luca Marcialis, Fabio Roli
2023	—	`conf`	Cybersecurity and AI: The PRALab Research Experience. Ital-IA Maura Pintor, Giulia Orrù, Davide Maiorca, Ambra Demontis, Luca Demetrio, Gian Luca Marcialis, Battista Biggio, Fabio Roli
2023	J	`jnl`	Development of Technologies for the Detection of (Cyber)Bullying Actions: The BullyBuster Project. Inf. 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
2023	J	`jnl`	Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics. IET Biom. 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
2023	—	`conf`	Fingerprint Presentation Attacks: Tackling the Ongoing Arms Race in Biometric Authentication. Ital-IA Roberto Casula, Antonio Galli, Michela Gravina, Stefano Marrone, Domenico Mattiello, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
2023	—	`conf`	Generalized Deepfake Detection Algorithm Based on Inconsistency Between Inner and Outer Faces. ICIAP Workshops (1) Jie Gao, Sara Concas, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli
2023	—	`conf`	Human-Centered Evaluation of Anomalous Events Detection in Crowded Environments. BIOSIG Giulia Orrù, Elia Porcedda, Simone Maurizio La Cava, Roberto Casula, Gian Luca Marcialis
2023	J	`jnl`	Introduction to Presentation Attack Detection in Fingerprint Biometrics. CoRR Javier Galbally, Julian Fiérrez, Raffaele Cappelli, Gian Luca Marcialis
2023	—	`conf`	Leveraging Artificial Intelligence to Fight (Cyber)Bullying for Human Well-being: The BullyBuster Project. Ital-IA 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
2023	B	`conf`	LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization. IJCB Marco Micheletto, Roberto Casula, Giulia Orrù, Simone Carta, Sara Concas, Simone Maurizio La Cava, Julian Fiérrez, Gian Luca Marcialis
2023	J	`jnl`	LivDet2023 - Fingerprint Liveness Detection Competition: Advancing Generalization. CoRR Marco Micheletto, Roberto Casula, Giulia Orrù, Simone Carta, Sara Concas, Simone Maurizio La Cava, Julian Fiérrez, Gian Luca Marcialis
2023	—	`conf`	Preliminary Results on a "Real" Iris Recognition System under Challenging Operational Conditions. ITASEC Sara Concas, Giulia Orrù, Emiliano De Paoli, Gian Luca Marcialis
2023	—	`conf`	Towards Contactless Fingerprint Presentation Attack Detection using Algorithms from the Contact-based Domain. BIOSIG Jannis Priesnitz, Roberto Casula, Christian Rathgeb, Gian Luca Marcialis, Christoph Busch
2023	J	`jnl`	Towards realistic fingerprint presentation attacks: The ScreenSpoof method. Pattern Recognit. Lett. Roberto Casula, Marco Micheletto, Giulia Orrù, Gian Luca Marcialis, Fabio Roli
2022	B	`conf`	3D Face Reconstruction for Forensic Recognition - A Survey. ICPR Simone Maurizio La Cava, Giulia Orrù, Tomás Goldmann, Martin Drahanský, Gian Luca Marcialis
2022	J	`jnl`	Biometric presentation attacks: Handcrafted features versus deep learning approaches. Pattern Recognit. Lett. Gian Luca Marcialis, Xiaoming Liu, Luca Didaci
2022	J	`jnl`	EEG personal recognition based on 'qualified majority' over signal patches. IET Biom. Andrea Panzino, Giulia Orrù, Gian Luca Marcialis, Fabio Roli
2022	—	`conf`	Experimental Results on Multi-modal Deepfake Detection. ICIAP (2) Sara Concas, Jie Gao, Carlo Cuccu, Giulia Orrù, Xiaoyi Feng, Gian Luca Marcialis, Giovanni Puglisi, Fabio Roli
2022	J	`jnl`	Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features. Int. J. Biom. Mohanad Abukmeil, Gian Luca Marcialis
2022	J	`jnl`	Guest editorial: Recent advances in representation learning for robust biometric recognition systems. IET Biom. Imad Rida, Gian Luca Marcialis, Lunke Fei, Dan Istrate, Julian Fiérrez
2022	J	`jnl`	Review of the Fingerprint Liveness Detection (LivDet) competition series: from 2009 to 2021. CoRR Marco Micheletto, Giulia Orrù, Roberto Casula, David Yambay, Gian Luca Marcialis, Stephanie A. C. Schuckers
2022	B	`conf`	Tensor-Based Deepfake Detection in Scaled and Compressed Images. ICIP Sara Concas, Gianpaolo Perelli, Gian Luca Marcialis, Giovanni Puglisi
2022	J	`jnl`	The Face Deepfake Detection Challenge. J. Imaging 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
2021	J	`jnl`	Fingerprint Recognition With Embedded Presentation Attacks Detection: Are We Ready? IEEE Trans. Inf. Forensics Secur. Marco Micheletto, Gian Luca Marcialis, Giulia Orrù, Fabio Roli
2021	J	`jnl`	Fingerprint recognition with embedded presentation attacks detection: are we ready? CoRR Marco Micheletto, Gian Luca Marcialis, Giulia Orrù, Fabio Roli
2021	B	`conf`	LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown. IJCB Roberto Casula, Marco Micheletto, Giulia Orrù, Rita Delussu, Sara Concas, Andrea Panzino, Gian Luca Marcialis
2021	J	`jnl`	LivDet 2021 Fingerprint Liveness Detection Competition - Into the unknown. CoRR Roberto Casula, Marco Micheletto, Giulia Orrù, Rita Delussu, Sara Concas, Andrea Panzino, Gian Luca Marcialis
2020	J	`jnl`	A novel classification-selection approach for the self updating of template-based face recognition systems. Pattern Recognit. Giulia Orrù, Gian Luca Marcialis, Fabio Roli
2020	C	`conf`	Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. IPAS Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis
2020	J	`jnl`	Are Adaptive Face Recognition Systems still Necessary? Experiments on the APE Dataset. CoRR Giulia Orrù, Marco Micheletto, Julian Fiérrez, Gian Luca Marcialis
2020	B	`conf`	Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? ICPR Roberto Casula, Giulia Orrù, Daniele Angioni, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli
2020	J	`jnl`	Are spoofs from latent fingerprints a real threat for the best state-of-art liveness detectors? CoRR Roberto Casula, Giulia Orrù, Daniele Angioni, Xiaoyi Feng, Gian Luca Marcialis, Fabio Roli
2020	B	`conf`	Detecting Anomalies from Video-Sequences: a Novel Descriptor. ICPR Giulia Orrù, Davide Ghiani, Maura Pintor, Gian Luca Marcialis, Fabio Roli
2020	J	`jnl`	Detecting Anomalies from Video-Sequences: a Novel Descriptor. CoRR Giulia Orrù, Davide Ghiani, Maura Pintor, Gian Luca Marcialis, Fabio Roli
2020	B	`conf`	Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface. ICPR Giulia Orrù, Marco Micheletto, Fabio Terranova, Gian Luca Marcialis
2020	J	`jnl`	Electroencephalography signal processing based on textural features for monitoring the driver's state by a Brain-Computer Interface. CoRR Giulia Orrù, Marco Micheletto, Fabio Terranova, Gian Luca Marcialis
2020	J	`jnl`	Experimental results on palmvein-based personal recognition by multi-snapshot fusion of textural features. CoRR Mohanad Abukmeil, Gian Luca Marcialis
2020	—	`conf`	Fingerprint Adversarial Presentation Attack in the Physical Domain. ICPR Workshops (6) Stefano Marrone, Roberto Casula, Giulia Orrù, Gian Luca Marcialis, Carlo Sansone
2019	J	`jnl`	A novel classification-selection approach for the self updating of template-based face recognition systems. CoRR Giulia Orrù, Gian Luca Marcialis, Fabio Roli
2019	—	`conf`	Analysis of "User-Specific Effect" and Impact of Operator Skills on Fingerprint PAD Systems. ICIAP Workshops Giulia Orrù, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis
2019	J	`jnl`	Analysis of "User-Specific Effect" and Impact of Operator Skills on Fingerprint PAD Systems. CoRR Giulia Orrù, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis
2019	—	`conf`	Binary Code for the Compact Palmprint Representation Using Texture Features. CAIP (2) Agata Gielczyk, Gian Luca Marcialis, Michal Choras
2019	—	`ch.`	Interoperability Among Capture Devices for Fingerprint Presentation Attacks Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. Pierluigi Tuveri, Luca Ghiani, Mikel Zurutuza, Valerio Mura, Gian Luca Marcialis
2019	J	`jnl`	Introduction to the special issue on robustness, security and regulation aspects in current biometric systems (RSRA-BS). Pattern Recognit. Lett. Andrea F. Abate, Gian Luca Marcialis, Norman Poh, Carlo Sansone
2019	—	`conf`	LivDet in Action - Fingerprint Liveness Detection Competition 2019. ICB Giulia Orrù, Roberto Casula, Pierluigi Tuveri, Carlotta Bazzoni, Giovanna Dessalvi, Marco Micheletto, Luca Ghiani, Gian Luca Marcialis
2019	J	`jnl`	LivDet in Action - Fingerprint Liveness Detection Competition 2019. CoRR Giulia Orrù, Roberto Casula, Pierluigi Tuveri, Carlotta Bazzoni, Giovanna Dessalvi, Marco Micheletto, Luca Ghiani, Gian Luca Marcialis
2019	J	`jnl`	Palmprint recognition with an efficient data driven ensemble classifier. Pattern Recognit. Lett. Imad Rida, Romain Hérault, Gian Luca Marcialis, Gilles Gasso
2019	—	`conf`	Personal Identity Verification by EEG-Based Network Representation on a Portable Device. CAIP (2) Giulia Orrù, Marco Garau, Matteo Fraschini, Javier Acedo, Luca Didaci, David Ibáñez, Aureli Soria-Frisch, Gian Luca Marcialis
2019	—	`ch.`	Review of Fingerprint Presentation Attack Detection Competitions. Handbook of Biometric Anti-Spoofing, 2nd Ed. David Yambay, Luca Ghiani, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers
2019	J	`jnl`	Robustness of functional connectivity metrics for EEG-based personal identification over task-induced intra-class and inter-class variations. Pattern Recognit. Lett. Matteo Fraschini, Sara Maria Pani, Luca Didaci, Gian Luca Marcialis
2018	—	`conf`	A Look At Non-Cooperative Presentation Attacks in Fingerprint Systems. IPTA Emanuela Marasco, Stefany Cando, Larry Tang, Luca Ghiani, Gian Luca Marcialis
2018	—	`conf`	A multiple classifiers-based approach to palmvein identification. IPTA Marco Micheletto, Giulia Orrù, Imad Rida, Luca Ghiani, Gian Luca Marcialis
2018	—	`conf`	An experimental investigation on self adaptive facial recognition algorithms using a long time span data set. IPTA Giulia Orrù, Gian Luca Marcialis, Fabio Roli
2018	—	`conf`	LivDet 2017 Fingerprint Liveness Detection Competition 2017. ICB Valerio Mura, Giulia Orrù, Roberto Casula, Alessandra Sibiriu, Giulia Loi, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis
2018	J	`jnl`	LivDet 2017 Fingerprint Liveness Detection Competition 2017. CoRR Valerio Mura, Giulia Orrù, Roberto Casula, Alessandra Sibiriu, Giulia Loi, Pierluigi Tuveri, Luca Ghiani, Gian Luca Marcialis
2017	J	`jnl`	Fingerprint liveness detection using local texture features. IET Biom. Luca Ghiani, Abdenour Hadid, Gian Luca Marcialis, Fabio Roli
2017	B	`conf`	Fingerprint presentation attacks detection based on the user-specific effect. IJCB Luca Ghiani, Gian Luca Marcialis, Fabio Roli
2017	—	`conf`	Incremental Support Vector Machine for Self-updating Fingerprint Presentation Attack Detection Systems. ICIAP (1) Pierluigi Tuveri, Mikel Zurutuza, Gian Luca Marcialis
2017	—	`conf`	On the Interoperability of Capture Devices in Fingerprint Presentation Attacks Detection. ITASEC Luca Ghiani, Valerio Mura, Pierluigi Tuveri, Gian Luca Marcialis
2017	—	`conf`	Remote Biometric Verification for eLearning Applications: Where We Are. ICIAP (2) Pietro S. Sanna, Gian Luca Marcialis
2017	J	`jnl`	Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015. Image Vis. Comput. Luca Ghiani, David A. Yambay, Valerio Mura, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers
2017	J	`jnl`	Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. IEEE Trans. Pattern Anal. Mach. Intell. Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2016	J	`jnl`	Adaptive appearance model tracking for still-to-video face recognition. Pattern Recognit. M. Ali Akber Dewan, Eric Granger, Gian Luca Marcialis, Robert Sabourin, Fabio Roli
2016	—	`conf`	Experimental results on multi-modal fusion of EEG-based personal verification algorithms. ICB Marco Garau, Matteo Fraschini, Luca Didaci, Gian Luca Marcialis
2016	J	`jnl`	Human Body Part Selection by Group Lasso of Motion for Model-Free Gait Recognition. IEEE Signal Process. Lett. Imad Rida, Xudong Jiang, Gian Luca Marcialis
2016	—	`conf`	On Combining Edge Detection Methods for Improving BSIF Based Facial Recognition Performances. AMDO Pierluigi Tuveri, Luca Ghiani, Mohanad Abukmeil, Gian Luca Marcialis
2016	J	`jnl`	Review of the Fingerprint Liveness Detection (LivDet) competition series: 2009 to 2015. CoRR Luca Ghiani, David A. Yambay, Valerio Mura, Gian Luca Marcialis, Fabio Roli, Stephanie A. C. Schuckers
2016	J	`jnl`	Statistical Meta-Analysis of Presentation Attacks for Secure Multibiometric Systems. CoRR Battista Biggio, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2016	—	`conf`	User-specific effects in Fingerprint Presentation Attacks Detection: Insights for future research. ICB Luca Ghiani, Gian Luca Marcialis, Fabio Roli, Pierluigi Tuveri
2015	—	`conf`	A Classification-Selection Approach for Self Updating of Face Verification Systems Under Stringent Storage and Computational Requirements. ICIAP (2) Pierluigi Tuveri, Valerio Mura, Gian Luca Marcialis, Fabio Roli
2015	—	`conf`	Adaptive Classification for Person Re-identification Driven by Change Detection. ICPRAM (1) Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2015	J	`jnl`	An EEG-Based Biometric System Using Eigenvector Centrality in Resting State Brain Networks. IEEE Signal Process. Lett. Matteo Fraschini, Arjan Hillebrand, Matteo Demuru, Luca Didaci, Gian Luca Marcialis
2015	—	`ch.`	Anti-spoofing, Multimodal. Encyclopedia of Biometrics Gian Luca Marcialis, Battista Biggio, Giorgio Fumera
2015	—	`conf`	Improved Human Gait Recognition. ICIAP (2) Imad Rida, Ahmed Bouridane, Gian Luca Marcialis, Pierluigi Tuveri
2015	—	`conf`	LivDet 2015 fingerprint liveness detection competition 2015. BTAS Valerio Mura, Luca Ghiani, Gian Luca Marcialis, Fabio Roli, David A. Yambay, Stephanie A. C. Schuckers
2015	—	`conf`	Video Face Recognition From A Single Still Image Using an Adaptive Appearance Model Tracker. SSCI M. Ali Akber Dewan, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	J	`jnl`	A novel method for head pose estimation based on the "Vitruvian Man". Int. J. Mach. Learn. Cybern. Gian Luca Marcialis, Fabio Roli, Gianluca Fadda
2014	J	`jnl`	Adaptive ensembles for face recognition in changing video surveillance environments. Inf. Sci. Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	J	`jnl`	Analysis of unsupervised template update in biometric recognition systems. Pattern Recognit. Lett. Luca Didaci, Gian Luca Marcialis, Fabio Roli
2014	—	`conf`	Dynamic Weighted Fusion of Adaptive Classifier Ensembles Based on Changing Data Streams. ANNPR Christophe Pagano, Eric Granger, Robert Sabourin, Gian Luca Marcialis, Fabio Roli
2014	—	`conf`	Efficient adaptive face recognition systems based on capture conditions. CIBIM Christophe Pagano, Eric Granger, Robert Sabourin, Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2014	—	`ch.`	Multimodal Anti-spoofing in Biometric Recognition Systems. Handbook of Biometric Anti-Spoofing Giorgio Fumera, Gian Luca Marcialis, Battista Biggio, Fabio Roli, Stephanie A. C. Schuckers
2014	—	`conf`	Toward an attack-sensitive tamper-resistant biometric recognition with a symmetric matcher: A fingerprint case study. CIBIM Norman Poh, Rita Wong, Gian Luca Marcialis
2013	—	`conf`	A comparison of adaptive appearance methods for tracking faces in video surveillance. ICDP M. Ali Akber Dewan, Eric Granger, Fabio Roli, Robert Sabourin, Gian Luca Marcialis
2013	J	`jnl`	A multi-modal dataset, protocol and tools for adaptive biometric systems: a benchmarking study. Int. J. Biom. Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2013	J	`jnl`	Biometric system adaptation by self-update and graph-based techniques. J. Vis. Lang. Comput. Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2013	—	`conf`	Combining gait and face for tackling the elapsed time challenges. BTAS Yu Guan, Xingjie Wei, Chang-Tsun Li, Gian Luca Marcialis, Fabio Roli, Massimo Tistarelli
2013	—	`conf`	Estimating the Serial Combination's Performance from That of Individual Base Classifiers. ICIAP (1) Gian Luca Marcialis, Luca Didaci, Fabio Roli
2013	—	`conf`	Exploiting the Golden Ratio on Human Faces for Head-Pose Estimation. ICIAP (1) Gianluca Fadda, Gian Luca Marcialis, Fabio Roli, Luca Ghiani
2013	—	`conf`	Fingerprint Liveness Detection using Binarized Statistical Image Features. BTAS Luca Ghiani, Abdenour Hadid, Gian Luca Marcialis, Fabio Roli
2013	—	`conf`	LivDet 2013 Fingerprint Liveness Detection Competition 2013. ICB Luca Ghiani, David Yambay, Valerio Mura, Simona Tocco, Gian Luca Marcialis, Fabio Roli, Stephanie Schuckers
2013	J	`jnl`	Multimodal fingerprint verification by score-level fusion: An experimental investigation. J. Intell. Fuzzy Syst. Gian Luca Marcialis, Fabio Roli, Luca Didaci
2012	B	`conf`	A dual-staged classification-selection approach for automated update of biometric templates. ICPR Ajita Rattani, Gian Luca Marcialis, Eric Granger, Fabio Roli
2012	—	`conf`	Evaluation of multimodal biometric score fusion rules under spoof attacks. ICB Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2012	—	`conf`	Evaluation of serial and parallel multibiometric systems under spoofing attacks. BTAS Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2012	—	`conf`	Experimental Results on Fingerprint Liveness Detection. AMDO Luca Ghiani, Paolo Denti, Gian Luca Marcialis
2012	—	`conf`	Experimental results on the feature-level fusion of multiple fingerprint liveness detection algorithms. MM&Sec Luca Ghiani, Gian Luca Marcialis, Fabio Roli
2012	J	`jnl`	Fingerprint Liveness Detection Based on Fake Finger Characteristics. Int. J. Digit. Crime Forensics Gian Luca Marcialis, Pietro Coli, Fabio Roli
2012	B	`conf`	Fingerprint liveness detection by local phase quantization. ICPR Luca Ghiani, Gian Luca Marcialis, Fabio Roli
2012	—	`conf`	Large Scale Experiments on Fingerprint Liveness Detection. SSPR/SPR Gian Luca Marcialis, Luca Ghiani, Katja Vetter, Dirk Morgeneier, Fabio Roli
2012	—	`conf`	LivDet 2011 - Fingerprint liveness detection competition 2011. ICB David Yambay, Luca Ghiani, Paolo Denti, Gian Luca Marcialis, Fabio Roli, Stephanie A. C. Schuckers
2012	J	`jnl`	Security evaluation of biometric authentication systems under real spoofing attacks. IET Biom. Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2012	—	`conf`	Why template self-update should work in biometric authentication systems? ISSPA Gian Luca Marcialis, Luca Didaci, Alessandro Pisano, Eric Granger, Fabio Roli
2011	—	`conf`	Fusion of Radio and Video Localization for People Tracking. AmI Massimiliano Dibitonto, Antonio Buonaiuto, Gian Luca Marcialis, Daniele Muntoni, Carlo Maria Medaglia, Fabio Roli
2011	—	`conf`	Robustness Evaluation of Biometric Systems under Spoof Attacks. ICIAP (1) Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011	—	`conf`	Robustness analysis of likelihood ratio score fusion rule for multimodal biometric systems under spoof attacks. ICCST Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011	—	`conf`	Robustness of multi-modal biometric systems under realistic spoof attacks against all traits. BioMS Zahid Akhtar, Battista Biggio, Giorgio Fumera, Gian Luca Marcialis
2011	B	`conf`	Robustness of multi-modal biometric verification systems under realistic spoofing attacks. IJCB Battista Biggio, Zahid Akhtar, Giorgio Fumera, Gian Luca Marcialis, Fabio Roli
2011	—	`conf`	Self adaptive systems: An experimental analysis of the performance over time. CIBIM Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2011	—	`conf`	Temporal Analysis of Biometric Template Update Procedures in Uncontrolled Environment. ICIAP (1) Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2010	—	`ch.`	A Fingerprint Forensic Tool for Criminal Investigations. Handbook of Research on Computational Forensics, Digital Crime, and Investigation Gian Luca Marcialis, Fabio Roli, Pietro Coli, Giovanni Delogu
2010	B	`conf`	Analysis of Fingerprint Pores for Vitality Detection. ICPR Gian Luca Marcialis, Fabio Roli, Alessandra Tidu
2009	Misc	`conf`	An Experimental Analysis of the Relationship between Biometric Template Update and the Doddington's Zoo: A Case Study in Face Verification. ICIAP Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2009	Misc	`conf`	First International Fingerprint Liveness Detection Competition - LivDet 2009. ICIAP Gian Luca Marcialis, Aaron Lewicke, Bozhao Tan, Pietro Coli, Dominic Grimberg, Alberto Congiu, Alessandra Tidu, Fabio Roli, Stephanie A. C. Schuckers
2009	J	`jnl`	Group-specific face verification using soft biometrics. J. Vis. Lang. Comput. Gian Luca Marcialis, Fabio Roli, Daniele Muntoni
2009	—	`conf`	Modelling FRR of Biometric Verification Systems Using the Template Co-update Algorithm. ICB Luca Didaci, Gian Luca Marcialis, Fabio Roli
2009	J	`jnl`	Personal identity verification by serial fusion of fingerprint and face matchers. Pattern Recognit. Gian Luca Marcialis, Fabio Roli, Luca Didaci
2009	—	`conf`	Semi-supervised Co-update of Multiple Matchers. MCS Luca Didaci, Gian Luca Marcialis, Fabio Roli
2009	—	`conf`	Template Update Methods in Adaptive Biometric Systems: A Critical Review. ICB Ajita Rattani, Biagio Freni, Gian Luca Marcialis, Fabio Roli
2008	—	`conf`	A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems. SSPR/SPR Luca Didaci, Gian Luca Marcialis, Fabio Roli
2008	—	`conf`	Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification. SSPR/SPR Gian Luca Marcialis, Ajita Rattani, Fabio Roli
2008	—	`conf`	Capturing large intra-class variations of biometric data by template co-updating. CVPR Workshops Ajita Rattani, Gian Luca Marcialis, Fabio Roli
2008	J	`jnl`	Fingerprint silicon Replicas: Static and Dynamic Features for Vitality Detection Using an Optical Capture Device. Int. J. Image Graph. Pietro Coli, Gian Luca Marcialis, Fabio Roli
2008	—	`conf`	Online and Offline Fingerprint Template Update Using Minutiae: An Experimental Comparison. AMDO Biagio Freni, Gian Luca Marcialis, Fabio Roli
2008	J	`jnl`	Performance of fingerprint quality measures depending on sensor technology. J. Electronic Imaging Fernando Alonso-Fernandez, Fabio Roli, Gian Luca Marcialis, Julian Fiérrez, Javier Ortega-Garcia, Joaquin Gonzalez-Rodriguez
2008	—	`conf`	Replacement Algorithms for Fingerprint Template Update. ICIAR Biagio Freni, Gian Luca Marcialis, Fabio Roli
2008	—	`conf`	Template Selection by Editing Algorithms: A Case Study in Face Recognition. SSPR/SPR Biagio Freni, Gian Luca Marcialis, Fabio Roli
2007	—	`ch.`	Graph-Based and Structural Methods for Fingerprint Classification. Applied Graph Theory in Computer Vision and Pattern Recognition Gian Luca Marcialis, Fabio Roli, Alessandra Serrau
2007	—	`conf`	Power spectrum-based fingerprint vitality detection. AutoID Pietro Coli, Gian Luca Marcialis, Fabio Roli
2007	Misc	`conf`	Score-level fusion of fingerprint and face matchers for personal verification under "stress" conditions. ICIAP Gian Luca Marcialis, Fabio Roli
2007	—	`conf`	Serial Fusion of Fingerprint and Face Matchers. MCS Gian Luca Marcialis, Fabio Roli
2007	—	`conf`	Template Co-update in Multimodal Biometric Systems. ICB Fabio Roli, Luca Didaci, Gian Luca Marcialis
2007	—	`conf`	Vitality Detection from Fingerprint Images: A Critical Survey. ICB Pietro Coli, Gian Luca Marcialis, Fabio Roli
2006	—	`conf`	Analysis and Selection of Features for the Fingerprint Vitality Detection. SSPR/SPR Pietro Coli, Gian Luca Marcialis, Fabio Roli
2006	J	`jnl`	Decision-level Fusion of Pca and Lda-based Face Recognition Algorithms. Int. J. Image Graph. Gian Luca Marcialis, Fabio Roli
2006	—	`conf`	Semi-supervised PCA-Based Face Recognition Using Self-training. SSPR/SPR Fabio Roli, Gian Luca Marcialis
2005	J	`jnl`	A study on the performances of dynamic classifier selection based on local accuracy estimation. Pattern Recognit. Luca Didaci, Giorgio Giacinto, Fabio Roli, Gian Luca Marcialis
2005	—	`conf`	An Experimental Comparison of Fingerprint Classification Methods Using Graphs. GbRPR Alessandra Serrau, Gian Luca Marcialis, Horst Bunke, Fabio Roli
2005	J	`jnl`	Fusion of multiple fingerprint matchers by single-layer perceptron with class-separation loss function. Pattern Recognit. Lett. Gian Luca Marcialis, Fabio Roli
2004	—	`conf`	Fingerprint Verification by Decision-Level Fusion of Optical and Capacitive Sensors. ECCV Workshop BioAW Gian Luca Marcialis, Fabio Roli
2004	J	`jnl`	Fingerprint verification by fusion of optical and capacitive sensors. Pattern Recognit. Lett. Gian Luca Marcialis, Fabio Roli
2004	J	`jnl`	Fusion of appearance-based face recognition algorithms. Pattern Anal. Appl. Gian Luca Marcialis, Fabio Roli
2004	—	`conf`	High Security Fingerprint Verification by Perceptron-Based Fusion of Multiple Matchers. Multiple Classifier Systems Gian Luca Marcialis, Fabio Roli
2003	J	`jnl`	Combining flat and structured representations for fingerprint classification with recursive neural networks and support vector machines. Pattern Recognit. Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli
2003	—	`conf`	Experimental Results on Fusion of Multiple Fingerprint Matchers. AVBPA Gian Luca Marcialis, Fabio Roli
2003	—	`conf`	Fusion of Statistical and Structural Fingerprint Classifiers. AVBPA Gian Luca Marcialis, Fabio Roli, Alessandra Serrau
2002	—	`conf`	An Experimental Comparison of Fixed and Trained Fusion Rules for Crisp Classifier Outputs. Multiple Classifier Systems Fabio Roli, Sarunas Raudys, Gian Luca Marcialis
2002	—	`conf`	Fusion of LDA and PCA for Face Verification. Biometric Authentication Gian Luca Marcialis, Fabio Roli
2001	—	`conf`	A New Machine Learning Approach to Fingerprint Classification. AI*IA Yuan Yao, Gian Luca Marcialis, Massimiliano Pontil, Paolo Frasconi, Fabio Roli
2001	—	`conf`	Complexity of Data Subsets Generated by the Random Subspace Method: An Experimental Investigation. Multiple Classifier Systems Ludmila I. Kuncheva, Fabio Roli, Gian Luca Marcialis, Catherine A. Shipp
2001	—	`conf`	Fingerprint Classification by Combination of Flat and Structural Approaches. AVBPA Gian Luca Marcialis, Fabio Roli, Paolo Frasconi