Sébastien Marcel

356 papers A* 8A 11B 50C 2Misc 17Journal 159Unranked 94

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Autoencoders for Open-Set Presentation Attack Detection. IEEE Trans. Biom. Behav. Identity Sci. Igor Leonardo Oliveira Bastos, Anjith George, Sébastien Marcel, Anderson Rocha
2026	J	`jnl`	Demographic Fairness in Multimodal LLMs: A Benchmark of Gender and Ethnicity Bias in Face Verification. CoRR Ünsal Öztürk, Hatef Otroshi-Shahreza, Sébastien Marcel
2026	J	`jnl`	Evaluating Multimodal Large Language Models for Heterogeneous Face Recognition. CoRR Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2026	J	`jnl`	On the Generation of Face Morphs by Inversion of Optimal Morph Embeddings. IEEE Trans. Inf. Forensics Secur. Hatef Otroshi-Shahreza, Laurent Colbois, Sébastien Marcel
2026	J	`jnl`	Review of Demographic Fairness in Face Recognition. IEEE Trans. Biom. Behav. Identity Sci. Ketan Kotwal, Sébastien Marcel
2025	—	`conf`	3D Face Morph Generation Using Geometry-Aware Template Inversion. MLSP Hatef Otroshi-Shahreza, Laurent Colbois, Sébastien Marcel
2025	J	`jnl`	ArtFace: Towards Historical Portrait Face Identification via Model Adaptation. CoRR Francois Poh, Anjith George, Sébastien Marcel
2025	J	`jnl`	AugGen: Synthetic Augmentation Can Improve Discriminative Models. CoRR Parsa Rahimi, Damien Teney, Sébastien Marcel
2025	J	`jnl`	Benchmarking Multimodal Large Language Models for Face Recognition. CoRR Hatef Otroshi-Shahreza, Sébastien Marcel
2025	J	`jnl`	Cancelable Face Biometrics With Soft-Biometric Privacy Enhancement. IEEE Access Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fierrez, Sébastien Marcel, Christoph Busch
2025	—	`conf`	DeepID Challenge of Detecting Synthetic Manipulations in ID Documents. ICCVW Pavel Korshunov, Vidit Vidit, Amir Mohammadi, Christophe Ecabert, Nevena Shamoska, Sébastien Marcel, Zeqin Yu, Ye Tian, Jiangqun Ni, Lazar Lazarevic, Renat Khizbullin, Anastasiia Evteeva, Alexey Tochin, Aleksei Grishin, Anjith George, Daniel DeAlcala, Tamás Endrei, Javier Muñoz-Haro, Ruben Tolosana, Rubén Vera-Rodríguez, Aythami Morales, Julian Fierrez, György Cserey, Hardik Sharma, Sachin Chaudhary, Akshay Dudhane, Praful Hambarde, Amit Shukla, Prateek Shaily, Jayant Kumar, Ajinkya Hase, Satish Maurya, Mridul Sharma, Pallav Dwivedi
2025	J	`jnl`	Detecting Text Manipulation in Images using Vision Language Models. CoRR Vidit Vidit, Pavel Korshunov, Amir Mohammadi, Christophe Ecabert, Ketan Kotwal, Sébastien Marcel
2025	—	`conf`	Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models. WACV (Workshops) Anjith George, Sébastien Marcel
2025	J	`jnl`	EdgeDoc: Hybrid CNN-Transformer Model for Accurate Forgery Detection and Localization in ID Documents. CoRR Anjith George, Sébastien Marcel
2025	—	`conf`	Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion. ICCVW Anjith George, Sébastien Marcel
2025	J	`jnl`	Enhancing Domain Diversity in Synthetic Data Face Recognition with Dataset Fusion. CoRR Anjith George, Sébastien Marcel
2025	—	`conf`	Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning. WACV (Workshops) Alain Komaty, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2025	J	`jnl`	Exploring ChatGPT for Face Presentation Attack Detection in Zero and Few-Shot in-Context Learning. CoRR Alain Komaty, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2025	—	`conf`	Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model. CVPR Workshops Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2025	—	`conf`	FaceLLM: A Multimodal Large Language Model for Face Understanding. ICCVW Hatef Otroshi-Shahreza, Sébastien Marcel
2025	J	`jnl`	FaceLLM: A Multimodal Large Language Model for Face Understanding. CoRR Hatef Otroshi-Shahreza, Sébastien Marcel
2025	B	`conf`	FantasyID: A Dataset for Detecting Digital Manipulations in ID-Documents. IJCB Pavel Korshunov, Amir Mohammadi, Vidit Vidit, Christophe Ecabert, Sébastien Marcel
2025	J	`jnl`	FantasyID: A dataset for detecting digital manipulations of ID-documents. CoRR Pavel Korshunov, Amir Mohammadi, Vidit Vidit, Christophe Ecabert, Sébastien Marcel
2025	J	`jnl`	Foundation Models and Biometrics: A Survey and Outlook. IEEE Trans. Inf. Forensics Secur. Hatef Otroshi-Shahreza, Sébastien Marcel
2025	—	`conf`	Generating Synthetic Face Recognition Datasets Using Brownian Identity Diffusion and a Foundation Model. MLSP Hatef Otroshi-Shahreza, Sébastien Marcel
2025	—	`conf`	HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims. ACL (1) Michiel van der Meer, Pavel Korshunov, Sébastien Marcel, Lonneke van der Plas
2025	J	`jnl`	HintsOfTruth: A Multimodal Checkworthiness Detection Dataset with Real and Synthetic Claims. CoRR Michiel van der Meer, Pavel Korshunov, Sébastien Marcel, Lonneke van der Plas
2025	A*	`conf`	HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere. ICLR Hatef Otroshi-Shahreza, Sébastien Marcel
2025	B	`conf`	Identity-Preserving Aging and De-Aging of Faces in the StyleGAN Latent Space. IJCB Luis S. Luevano, Pavel Korshunov, Sébastien Marcel
2025	J	`jnl`	Identity-Preserving Aging and De-Aging of Faces in the StyleGAN Latent Space. CoRR Luis S. Luevano, Pavel Korshunov, Sébastien Marcel
2025	J	`jnl`	Investigation of Accuracy and Bias in Face Recognition Trained with Synthetic Data. CoRR Pavel Korshunov, Ketan Kotwal, Christophe Ecabert, Vidit Vidit, Amir Mohammadi, Sébastien Marcel
2025	B	`conf`	Investigation of accuracy and bias in face recognition trained with synthetic data. IJCB Pavel Korshunov, Ketan Kotwal, Christophe Ecabert, Vidit Amir Mohammadi, Sébastien Marcel
2025	J	`jnl`	Mirror-Based Full-View Finger Vein Authentication With Illumination Adaptation. IEEE Trans. Circuits Syst. Video Technol. Junduan Huang, Zifeng Li, Sushil Bhattacharjee, Sébastien Marcel, Wenxiong Kang
2025	J	`jnl`	Review of Demographic Bias in Face Recognition. CoRR Ketan Kotwal, Sébastien Marcel
2025	J	`jnl`	ScoreMix: Improving Face Recognition via Score Composition in Diffusion Generators. CoRR Parsa Rahimi, Sébastien Marcel
2025	B	`conf`	Second Competition on Presentation Attack Detection on ID Card. IJCB Juan E. Tapia, Mario Nieto, Juan M. Espín, Alvaro S. Rocamora, Javier Barrachina, Naser Damer, Christoph Busch, Marija Ivanovska, Leon Todorov, Renat Khizbullin, Lazar Lazarevich, Aleksei Grishin, Daniel Schulz, Sebastian Gonzalez, Amir Mohammadi, Ketan Kotwal, Sébastien Marcel, Raghavendra Mudgalgundurao, Kiran Raja, Patrick Schuch, Sushrut Patwardhan, Raghavendra Ramachandra, Pedro Couto Pereira, João Ribeiro Pinto, Mariana Xavier, Andres Valenzuela, Rodrigo Lara, Borut Batagelj, Marko Peterlin, Peter Peer, Ajnas Muhammed, Diogo Nunes, Nuno Gonçalves
2025	J	`jnl`	Second Competition on Presentation Attack Detection on ID Card. CoRR Juan E. Tapia, Mario Nieto, Juan M. Espín, Alvaro S. Rocamora, Javier Barrachina, Naser Damer, Christoph Busch, Marija Ivanovska, Leon Todorov, Renat Khizbullin, Lazar Lazarevich, Aleksei Grishin, Daniel Schulz, Sebastian Gonzalez, Amir Mohammadi, Ketan Kotwal, Sébastien Marcel, Raghavendra Mudgalgundurao, Kiran B. Raja, Patrick Schuch, Sushrut Patwardhan, Raghavendra Ramachandra, Pedro Couto Pereira, João Ribeiro Pinto, Mariana Xavier, Andres Valenzuela, Rodrigo Lara, Borut Batagelj, Marko Peterlin, Peter Peer, Ajnas Muhammed, Diogo Nunes, Nuno Gonçalves
2025	J	`jnl`	Second FRCSyn-onGoing: Winning solutions and post-challenge analysis to improve face recognition with synthetic data. Inf. Fusion Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis Felipe Gomez-Gomez, Aythami Morales, Julian Fierrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2025	J	`jnl`	Study of Full-View Finger Vein Biometrics on Redundancy Analysis and Dynamic Feature Extraction. IEEE Trans. Inf. Forensics Secur. Junduan Huang, Sushil Bhattacharjee, Sébastien Marcel, Wenxiong Kang
2025	A*	`conf`	Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion. ICML David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel
2025	B	`conf`	The Invisible Threat: Evaluating the Vulnerability of Cross-Spectral Face Recognition to Presentation Attacks. IJCB Anjith George, Sébastien Marcel
2025	J	`jnl`	The Invisible Threat: Evaluating the Vulnerability of Cross-Spectral Face Recognition to Presentation Attacks. CoRR Anjith George, Sébastien Marcel
2025	B	`conf`	xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices. IJCB Anjith George, Sébastien Marcel
2025	J	`jnl`	xEdgeFace: Efficient Cross-Spectral Face Recognition for Edge Devices. CoRR Anjith George, Sébastien Marcel
2024	J	`jnl`	A Comparative Study of Cross-Device Finger Vein Recognition Using Classical and Deep Learning Approaches. IET Biom. Tugçe Arican, Raymond N. J. Veldhuis, Luuk J. Spreeuwers, Loïc Bergeron, Christoph Busch, Ehsaneddin Jalilian, Christof Kauba, Simon Kirchgasser, Sébastien Marcel, Bernhard Prommegger, Kiran B. Raja, Raghavendra Ramachandra, Andreas Uhl
2024	B	`conf`	A Novel and Responsible Dataset for Face Presentation Attack Detection on Mobile Devices. IJCB Nathan Ramoly, Alain Komaty, Vedrana Krivokuca Hahn, Lara Younes, Ahmad-Montaser Awal, Sébastien Marcel
2024	J	`jnl`	Approximating Optimal Morphing Attacks using Template Inversion. CoRR Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel
2024	B	`conf`	Assessing the Reliability of Biometric Authentication on Virtual Reality Devices. IJCB Ketan Kotwal, Gökhan Özbulak, Sébastien Marcel
2024	B	`conf`	Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates. FG Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities. CoRR Ahmad Hassanpour, Yasamin Kowsari, Hatef Otroshi-Shahreza, Bian Yang, Sébastien Marcel
2024	B	`conf`	Chatgpt and Biometrics: an Assessment of Face Recognition, Gender Detection, and Age Estimation Capabilities. ICIP Ahmad Hassanpour, Yasamin Kowsari, Hatef Otroshi-Shahreza, Bian Yang, Sébastien Marcel
2024	J	`jnl`	Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition. CoRR Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel
2024	Misc	`conf`	Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition. ICASSP Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel
2024	J	`jnl`	Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition. CoRR Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel
2024	B	`conf`	Demographic Fairness Transformer for Bias Mitigation in Face Recognition. IJCB Ketan Kotwal, Sébastien Marcel
2024	J	`jnl`	Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models. CoRR Anjith George, Sébastien Marcel
2024	J	`jnl`	EdgeFace: Efficient Face Recognition Model for Edge Devices. IEEE Trans. Biom. Behav. Identity Sci. Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel
2024	B	`conf`	Evaluating the Effectiveness of Attack-Agnostic Features for Morphing Attack Detection. IJCB Laurent Colbois, Sébastien Marcel
2024	J	`jnl`	Evaluating the Effectiveness of Attack-Agnostic Features for Morphing Attack Detection. CoRR Laurent Colbois, Sébastien Marcel
2024	—	`conf`	FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Gianni Fenu, Fadi Boutros, Mirko Marras, Naser Damer
2024	J	`jnl`	FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras
2024	B	`conf`	Face Liveness Detection Competition (LivDet-Face) - 2024. IJCB Lambert Igene, Afzal Hossain, Mohammad Zahir Uddin Chowdhury, Humaira Rezaie, Ayden Rollins, Jesse Dykes, Rahul Vijaykumar, Alain Komaty, Sébastien Marcel, Stephanie Schuckers, Juan E. Tapia, Carlos Aravena, Daniel Schulz, Banafsheh Adami, Nima Karimian, Diogo Nunes, João Marcos, Nuno Gonçalves, Lovro Sikosek, Borut Batagelj, Aleksandr Alenin, Alhasan Alkhaddour, Anton Pimenov, Artem Tregubov, Igor Avdonin, Maxim Kazantsev, Mikhail Pozigun, Vasiliy Pryadchenko, Nima Schei, David Pabon, Manuela Tiedemann
2024	Misc	`conf`	Face Recognition Using Lensless Camera. ICASSP Hatef Otroshi-Shahreza, Alexandre Veuthey, Sébastien Marcel
2024	J	`jnl`	Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model. CoRR Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2024	Misc	`conf`	Face Reconstruction from Partially Leaked Facial Embeddings. ICASSP Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition. CoRR Anjith George, Sébastien Marcel
2024	J	`jnl`	From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition. IEEE Trans. Biom. Behav. Identity Sci. Anjith George, Sébastien Marcel
2024	J	`jnl`	Group Membership Verification via Nonlinear Sparsifying Transform Learning. IEEE Access Behrooz Razeghi, Marzieh Gheisari, Amir Ahooye Atashin, Dimche Kostadinov, Sébastien Marcel, Deniz Gündüz, Slava Voloshynovskiy
2024	Misc	`conf`	Heterogeneous Face Recognition Using Domain Invariant Units. ICASSP Anjith George, Sébastien Marcel
2024	J	`jnl`	Heterogeneous Face Recognition Using Domain Invariant Units. CoRR Anjith George, Sébastien Marcel
2024	J	`jnl`	HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere. CoRR Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	Knowledge Distillation for Face Recognition Using Synthetic Data With Dynamic Latent Sampling. IEEE Access Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2024	—	`conf`	Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration. WACV (Workshops) Ketan Kotwal, Sébastien Marcel
2024	B	`conf`	Modality Agnostic Heterogeneous Face Recognition with Switch Style Modulators. IJCB Anjith George, Sébastien Marcel
2024	J	`jnl`	Modality Agnostic Heterogeneous Face Recognition with Switch Style Modulators. CoRR Anjith George, Sébastien Marcel
2024	J	`jnl`	Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks. CoRR Alexander Unnervik, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2024	—	`conf`	Multi-Channel Cross Modal Detection of Synthetic Face Images. IWBF Mathias Ibsen, Christian Rathgeb, Sébastien Marcel, Christoph Busch
2024	J	`jnl`	On Measuring Linkability of Multiple Protected Biometric Templates Using Maximal Leakage. IEEE Access Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel
2024	J	`jnl`	Recent advances in behavioral and hidden biometrics for personal identification. Pattern Recognit. Lett. Giulia Orrù, Ajita Rattani, Imad Rida, Sébastien Marcel
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	B	`conf`	Score Normalization for Demographic Fairness in Face Recognition. IJCB Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther
2024	J	`jnl`	Score Normalization for Demographic Fairness in Face Recognition. CoRR Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther
2024	—	`conf`	Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng-Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data. CoRR Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis Felipe Gomez-Gomez, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Zhizhou Zhong, Yuge Huang, Yuxi Mi, Shouhong Ding, Shuigeng Zhou, Shuai He, Lingzhi Fu, Heng Cong, Rongyu Zhang, Zhihong Xiao, Evgeny Smirnov, Anton Pimenov, Aleksei Grigorev, Denis Timoshenko, Kaleb Mesfin Asfaw, Cheng Yaw Low, Hao Liu, Chuyi Wang, Qing Zuo, Zhixiang He, Hatef Otroshi-Shahreza, Anjith George, Alexander Unnervik, Parsa Rahimi, Sébastien Marcel, Pedro C. Neto, Marco Huber, Jan Niklas Kolf, Naser Damer, Fadi Boutros, Jaime S. Cardoso, Ana Filipa Sequeira, Andrea Atzori, Gianni Fenu, Mirko Marras, Vitomir Struc, Jiang Yu, Zhangjie Li, Jichun Li, Weisong Zhao, Zhen Lei, Xiangyu Zhu, Xiaoyu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti
2024	J	`jnl`	Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion. CoRR David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. Daniel Moreira, Sébastien Marcel, Anderson Rocha
2024	J	`jnl`	Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. Daniel Moreira, Sébastien Marcel, Anderson Rocha
2024	—	`conf`	Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition. ECCV Workshops (20) Parsa Rahimi, Behrooz Razeghi, Sébastien Marcel
2024	J	`jnl`	Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition. CoRR Parsa Rahimi, Behrooz Razeghi, Sébastien Marcel
2024	J	`jnl`	Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems. IEEE Trans. Biom. Behav. Identity Sci. Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities. CoRR Hatef Otroshi-Shahreza, Sébastien Marcel
2024	J	`jnl`	VRBiom: A New Periocular Dataset for Biometric Applications of HMD. CoRR Ketan Kotwal, Ibrahim Ulucan, Gökhan Özbulak, Janani Selliah, Sébastien Marcel
2024	—	`conf`	Vascular Biometrics Experiments on Candy - A New Contactless Finger-Vein Dataset. ICPR (14) Sushil Bhattacharjee, David Geissbühler, Guillaume Clivaz, Ketan Kotwal, Sébastien Marcel
2024	Misc	`conf`	Vulnerability of Face age Verification to Replay Attacks. ICASSP Pavel Korshunov, Anjith George, Gökhan Özbulak, Sébastien Marcel
2024	J	`jnl`	Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack. IEEE Trans. Inf. Forensics Secur. Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
2024	J	`jnl`	in-Car Biometrics (iCarB) Datasets for Driver Recognition: Face, Fingerprint, and Voice. CoRR Vedrana Krivokuca Hahn, Jérémy Maceiras, Alain Komaty, Philip Abbet, Sébastien Marcel
2024	J	`jnl`	sweet - An Open Source Modular Platform for Contactless Hand Vascular Biometric Experiments. CoRR David Geissbühler, Sushil Bhattacharjee, Ketan Kotwal, Guillaume Clivaz, Sébastien Marcel
2023	B	`conf`	Approximating Optimal Morphing Attacks using Template Inversion. IJCB Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel
2023	J	`jnl`	Attacking Face Recognition With T-Shirts: Database, Vulnerability Assessment, and Detection. IEEE Access Mathias Ibsen, Christian Rathgeb, Fabian Brechtel, Ruben Klepp, Katrin Pöppelmann, Anjith George, Sébastien Marcel, Christoph Busch
2023	J	`jnl`	Benchmarking of Cancelable Biometrics for Deep Templates. CoRR Hatef Otroshi-Shahreza, Pietro Melzi, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Sébastien Marcel, Ruben Tolosana, Rubén Vera-Rodríguez
2023	J	`jnl`	Biometric Template Protection for Neural-Network-Based Face Recognition Systems: A Survey of Methods and Evaluation Techniques. IEEE Trans. Inf. Forensics Secur. Vedrana Krivokuca Hahn, Sébastien Marcel
2023	B	`conf`	Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model. ICIP Hatef Otroshi-Shahreza, Sébastien Marcel
2023	B	`conf`	Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation. IJCB Anjith George, Sébastien Marcel
2023	J	`jnl`	Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation. CoRR Anjith George, Sébastien Marcel
2023	B	`conf`	Can personalised hygienic masks be used to attack face recognition systems? IJCB Alain Komaty, Vedrana Krivokuca Hahn, Christophe Ecabert, Sébastien Marcel
2023	J	`jnl`	Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks via 3D Face Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. Hatef Otroshi-Shahreza, Sébastien Marcel
2023	B	`conf`	EFaR 2023: Efficient Face Recognition Competition. IJCB Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang
2023	J	`jnl`	EFaR 2023: Efficient Face Recognition Competition. CoRR Jan Niklas Kolf, Fadi Boutros, Jurek Elliesen, Markus Theuerkauf, Naser Damer, Mohamad Alansari, Oussama Abdul Hay, Sara Alansari, Sajid Javed, Naoufel Werghi, Klemen Grm, Vitomir Struc, Fernando Alonso-Fernandez, Kevin Hernandez-Diaz, Josef Bigün, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel, Iurii Medvedev, Bo Jin, Diogo Nunes, Ahmad Hassanpour, Pankaj Khatiwada, Aafan Ahmad Toor, Bian Yang
2023	J	`jnl`	EdgeFace: Efficient Face Recognition Model for Edge Devices. CoRR Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel
2023	J	`jnl`	FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Ivan DeAndres-Tame, Aythami Morales, Julian Fiérrez, Javier Ortega-Garcia, Weisong Zhao, Xiangyu Zhu, Zheyu Yan, Xiaoyu Zhang, Jinlin Wu, Zhen Lei, Suvidha Tripathi, Mahak Kothari, Md Haider Zama, Debayan Deb, Bernardo Biesseck, Pedro Vidal, Roger Granada, Guilherme P. Fickel, Gustavo Führ, David Menotti, Alexander Unnervik, Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Parsa Rahimi, Sébastien Marcel, Ioannis Sarridis, Christos Koutlis, Georgia Baltsou, Symeon Papadopoulos, Christos Diou, Nicolò Di Domenico, Guido Borghi, Lorenzo Pellegrini, Enrique Mas-Candela, Ángela Sánchez-Pérez, Andrea Atzori, Fadi Boutros, Naser Damer, Gianni Fenu, Mirko Marras
2023	A*	`conf`	Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network. NeurIPS Hatef Otroshi-Shahreza, Sébastien Marcel
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	J	`jnl`	Fairness Index Measures to Evaluate Bias in Biometric Recognition. CoRR Ketan Kotwal, Sébastien Marcel
2023	B	`conf`	Inversion of Deep Facial Templates using Synthetic Data. IJCB Hatef Otroshi-Shahreza, Sébastien Marcel
2023	—	`conf`	MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. EUSIPCO Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
2023	J	`jnl`	Measuring Linkability of Protected Biometric Templates Using Maximal Leakage. IEEE Trans. Inf. Forensics Secur. Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel
2023	J	`jnl`	Multi-Channel Cross Modal Detection of Synthetic Face Images. CoRR Mathias Ibsen, Christian Rathgeb, Sébastien Marcel, Christoph Busch
2023	—	`conf`	Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings. WACV (Workshops) Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Sébastien Marcel, Christoph Busch
2023	J	`jnl`	Prepended Domain Transformer: Heterogeneous Face Recognition Without Bells and Whistles. IEEE Trans. Inf. Forensics Secur. Anjith George, Amir Mohammadi, Sébastien Marcel
2023	—	`conf`	Remote Cancelable Biometric System for Verification and Identification Applications. BIOSIG Hatef Otroshi-Shahreza, Amina Bassit, Sébastien Marcel, Raymond N. J. Veldhuis
2023	J	`jnl`	Residual Feature Pyramid Network for Enhancement of Vascular Patterns. CoRR Ketan Kotwal, Sébastien Marcel
2023	B	`conf`	SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. IJCB Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2023	J	`jnl`	SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. CoRR Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
2023	A*	`conf`	Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction. ICCV Hatef Otroshi-Shahreza, Sébastien Marcel
2023	J	`jnl`	The Age of Synthetic Realities: Challenges and Opportunities. CoRR João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha
2023	B	`conf`	The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. IJCB Ziga Emersic, Tetsushi Ohki, Muku Akasaka, Takahiko Arakawa, Soshi Maeda, Masora Okano, Yuya Sato, Anjith George, Sébastien Marcel, Iyyakutti Iyappan Ganapathi, Syed Sadaf Ali, Sajid Javed, Naoufel Werghi, S. G. Isik, Erdi Saritas, Hazim Kemal Ekenel, V. Hudovernik, Jan Niklas Kolf, Fadi Boutros, Naser Damer, G. Sharma, Aman Kamboj, Aditya Nigam, Deepak Kumar Jain, G. Cámara-Chávez, Peter Peer, Vitomir Struc
2023	B	`conf`	Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups. IJCB Parsa Rahimi, Christophe Ecabert, Sébastien Marcel
2023	J	`jnl`	Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups. CoRR Parsa Rahimi, Christophe Ecabert, Sébastien Marcel
2023	J	`jnl`	Towards lifelong human assisted speaker diarization. Comput. Speech Lang. Meysam Shamsi, Anthony Larcher, Loïc Barrault, Sylvain Meignier, Yevhenii Prokopalo, Marie Tahon, Ambuj Mehrish, Simon Petitrenaud, Olivier Galibert, Samuel Gaist, André Anjos, Sébastien Marcel, Marta R. Costa-jussà
2023	B	`conf`	Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes. IJCB Pavel Korshunov, Haolin Chen, Philip N. Garner, Sébastien Marcel
2023	J	`jnl`	Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes. CoRR Pavel Korshunov, Haolin Chen, Philip N. Garner, Sébastien Marcel
2022	J	`jnl`	A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection. CoRR Anjith George, David Geissbühler, Sébastien Marcel
2022	—	`conf`	An anomaly detection approach for backdoored neural networks: face recognition as a case study. BIOSIG Alexander Unnervik, Sébastien Marcel
2022	J	`jnl`	An anomaly detection approach for backdoored neural networks: face recognition as a case study. CoRR Alexander Unnervik, Sébastien Marcel
2022	J	`jnl`	Are GAN-based Morphs Threatening Face Recognition? CoRR Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel
2022	Misc	`conf`	Are GAN-based morphs threatening face recognition? ICASSP Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel
2022	J	`jnl`	Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection. CoRR Mathias Ibsen, Christian Rathgeb, Fabian Brechtel, Ruben Klepp, Katrin Pöppelmann, Anjith George, Sébastien Marcel, Christoph Busch
2022	Misc	`conf`	Custom Attribution Loss for Improving Generalization and Interpretability of Deepfake Detection. ICASSP Pavel Korshunov, Anubhav Jain, Sébastien Marcel
2022	J	`jnl`	Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR. IEEE Trans. Biom. Behav. Identity Sci. Ketan Kotwal, Sushil Bhattacharjee, Philip Abbet, Zohreh Mostaani, Huang Wei, Wenkang Xu, Zhao Yaxi, Sébastien Marcel
2022	J	`jnl`	Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues. CoRR Tiago de Freitas Pereira, Dominic Schmidli, Yu Linghu, Xinyi Zhang, Sébastien Marcel, Manuel Günther
2022	A*	`conf`	Face Anthropometry Aware Audio-visual Age Verification. ACM Multimedia Pavel Korshunov, Sébastien Marcel
2022	B	`conf`	Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network. ICIP Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
2022	—	`conf`	Fairness Index Measures to Evaluate Bias in Biometric Recognition. ICPR Workshops (1) Ketan Kotwal, Sébastien Marcel
2022	J	`jnl`	Fairness in Biometrics: A Figure of Merit to Assess Biometric Verification Systems. IEEE Trans. Biom. Behav. Identity Sci. Tiago de Freitas Pereira, Sébastien Marcel
2022	B	`conf`	Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics. IJCB Hatef Otroshi-Shahreza, Christian Rathgeb, Dailé Osorio Roig, Vedrana Krivokuca Hahn, Sébastien Marcel, Christoph Busch
2022	J	`jnl`	Improving Generalization of Deepfake Detection With Data Farming and Few-Shot Learning. IEEE Trans. Biom. Behav. Identity Sci. Pavel Korshunov, Sébastien Marcel
2022	B	`conf`	Indexing Protected Deep Face Templates by Frequent Binary Patterns. IJCB Dailé Osorio Roig, Christian Rathgeb, Hatef Otroshi-Shahreza, Christoph Busch, Sébastien Marcel
2022	B	`conf`	MASK-MORPH: Does Morphing of Custom 3D Face Masks Threatens the Face Recognition Systems? AVSS Raghavendra Ramachandra, Sébastien Marcel
2022	J	`jnl`	MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. CoRR Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
2022	J	`jnl`	Master Face Attacks on Face Recognition Systems. IEEE Trans. Biom. Behav. Identity Sci. Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen
2022	—	`conf`	On the detection of morphing attacks generated by GANs. BIOSIG Laurent Colbois, Sébastien Marcel
2022	J	`jnl`	On the detection of morphing attacks generated by GANs. CoRR Laurent Colbois, Sébastien Marcel
2022	J	`jnl`	Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles. CoRR Anjith George, Amir Mohammadi, Sébastien Marcel
2022	—	`conf`	Residual Feature Pyramid Network for Enhancement of Vascular Patterns. CVPR Workshops Ketan Kotwal, Sébastien Marcel
2022	—	`ch.`	The Threat of Deepfakes to Computer and Human Visions. Handbook of Digital Face Manipulation and Detection Pavel Korshunov, Sébastien Marcel
2022	J	`jnl`	Towards Protecting Face Embeddings in Mobile Face Verification Scenarios. IEEE Trans. Biom. Behav. Identity Sci. Vedrana Krivokuca Hahn, Sébastien Marcel
2021	J	`jnl`	Biometric Template Protection for Neural-Network-based Face Recognition Systems: A Survey of Methods and Evaluation Techniques. CoRR Vedrana Krivokuca Hahn, Sébastien Marcel
2021	A*	`conf`	Cross Modal Focal Loss for RGBD Face Anti-Spoofing. CVPR Anjith George, Sébastien Marcel
2021	J	`jnl`	Cross Modal Focal Loss for RGBD Face Anti-Spoofing. CoRR Anjith George, Sébastien Marcel
2021	Misc	`conf`	Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition. ICASSP Hatef Otroshi-Shahreza, Sébastien Marcel
2021	—	`conf`	Deep Convolutional Neural Networks: from recognition to anti-spoofing. EGC Sébastien Marcel
2021	B	`conf`	Face Liveness Detection Competition (LivDet-Face) - 2021. IJCB Sandip Purnapatra, Nic Smalt, Keivan Bahmani, Priyanka Das, David Yambay, Amir Mohammadi, Anjith George, Thirimachos Bourlai, Sébastien Marcel, Stephanie Schuckers, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Alperen Kantarci, Basar Demir, Zafer Yildiz, Zabi Ghafoory, Hasan Dertli, Hazim Kemal Ekenel, Son Vu, Vassilis Christophides, Dashuang Liang, Guanghao Zhang, Zhanlong Hao, Junfu Liu, Yufeng Jin, Samo Liu, Samuel Huang, Salieri Kuei, Jag Mohan Singh, Raghavendra Ramachandra
2021	C	`conf`	Improving Generalization of Deepfake Detection by Training for Attribution. MMSP Anubhav Jain, Pavel Korshunov, Sébastien Marcel
2021	J	`jnl`	Learning One Class Representations for Face Presentation Attack Detection Using Multi-Channel Convolutional Neural Networks. IEEE Trans. Inf. Forensics Secur. Anjith George, Sébastien Marcel
2021	J	`jnl`	Master Face Attacks on Face Recognition Systems. CoRR Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen
2021	B	`conf`	On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing. IJCB Anjith George, Sébastien Marcel
2021	—	`conf`	On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models. WIFS Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
2021	B	`conf`	On the use of automatically generated synthetic image datasets for benchmarking face recognition. IJCB Laurent Colbois, Tiago de Freitas Pereira, Sébastien Marcel
2021	J	`jnl`	On the use of automatically generated synthetic image datasets for benchmarking face recognition. CoRR Laurent Colbois, Tiago de Freitas Pereira, Sébastien Marcel
2021	Misc	`conf`	Subjective and Objective Evaluation of Deepfake Videos. ICASSP Pavel Korshunov, Sébastien Marcel
2021	J	`jnl`	Towards Protecting Face Embeddings in Mobile Face Verification Scenarios. CoRR Vedrana Krivokuca Hahn, Sébastien Marcel
2021	J	`jnl`	Towards Protecting and Enhancing Vascular Biometric Recognition Methods via Biohashing and Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. Hatef Otroshi-Shahreza, Sébastien Marcel
2021	—	`conf`	Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition. BIOSIG Victor Bros, Ketan Kotwal, Sébastien Marcel
2020	J	`jnl`	Biometric Face Presentation Attack Detection With Multi-Channel Convolutional Neural Network. IEEE Trans. Inf. Forensics Secur. Anjith George, Zohreh Mostaani, David Geissenbuhler, Olegs Nikisins, André Anjos, Sébastien Marcel
2020	B	`conf`	CNN Patch Pooling for Detecting 3D Mask Presentation Attacks in NIR. ICIP Ketan Kotwal, Sébastien Marcel
2020	J	`jnl`	Can Your Face Detector Do Anti-spoofing? Face Presentation Attack Detection with a Multi-Channel Face Detector. CoRR Anjith George, Sébastien Marcel
2020	J	`jnl`	Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks. CoRR Guillaume Heusch, Anjith George, David Geissbühler, Zohreh Mostaani, Sébastien Marcel
2020	J	`jnl`	Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks. IEEE Trans. Biom. Behav. Identity Sci. Guillaume Heusch, Anjith George, David Geissbühler, Zohreh Mostaani, Sébastien Marcel
2020	J	`jnl`	Deepfake detection: humans vs. machines. CoRR Pavel Korshunov, Sébastien Marcel
2020	J	`jnl`	Detection of Age-Induced Makeup Attacks on Face Recognition Systems Using Multi-Layer Deep Features. IEEE Trans. Biom. Behav. Identity Sci. Ketan Kotwal, Zohreh Mostaani, Sébastien Marcel
2020	Misc	`conf`	Domain Adaptation for Generalization of Face Presentation Attack Detection in Mobile Settengs with Minimal Information. ICASSP Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel
2020	J	`jnl`	Fairness in Biometrics: a figure of merit to assess biometric verification systems. CoRR Tiago de Freitas Pereira, Sébastien Marcel
2020	B	`conf`	Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems. IJCB Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel
2020	J	`jnl`	Generating Master Faces for Use in Performing Wolf Attacks on Face Recognition Systems. CoRR Huy H. Nguyen, Junichi Yamagishi, Isao Echizen, Sébastien Marcel
2020	Misc	`conf`	Improving Cross-Dataset Performance of Face Presentation Attack Detection Systems Using Face Recognition Datasets. ICASSP Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel
2020	B	`conf`	Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. IJCB Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross
2020	J	`jnl`	Iris Liveness Detection Competition (LivDet-Iris) - The 2020 Edition. CoRR Priyanka Das, Joseph McGrath, Zhaoyuan Fang, Aidan Boyd, Ganghee Jang, Amir Mohammadi, Sandip Purnapatra, David Yambay, Sébastien Marcel, Mateusz Trokielewicz, Piotr Maciejewicz, Kevin W. Bowyer, Adam Czajka, Stephanie Schuckers, Juan E. Tapia, Sebastian Gonzalez, Meiling Fang, Naser Damer, Fadi Boutros, Arjan Kuijper, Renu Sharma, Cunjian Chen, Arun Ross
2020	J	`jnl`	Learning One Class Representations for Face Presentation Attack Detection using Multi-channel Convolutional Neural Networks. CoRR Anjith George, Sébastien Marcel
2020	J	`jnl`	Multispectral Biometrics System Framework: Application to Presentation Attack Detection. CoRR Leonidas Spinoulas, Mohamed E. Hussein, David Geissbühler, Joe Mathai, Oswin G. Almeida, Guillaume Clivaz, Sébastien Marcel, Wael AbdAlmageed
2020	J	`jnl`	On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing. CoRR Anjith George, Sébastien Marcel
2020	A	`conf`	Supervised Domain Adaptation for Text-Independent Speaker Verification Using Limited Data. INTERSPEECH Seyyed Saeed Sarfjoo, Srikanth R. Madikeri, Petr Motlícek, Sébastien Marcel
2020	J	`jnl`	The High-Quality Wide Multi-Channel Attack (HQ-WMCA) database. CoRR Zohreh Mostaani, Anjith George, Guillaume Heusch, David Geissbühler, Sébastien Marcel
2020	J	`jnl`	Vulnerability Analysis of Face Morphing Attacks from Landmarks and Generative Adversarial Networks. CoRR Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel
2019	J	`jnl`	A Comprehensive Experimental and Reproducible Study on Selfie Biometrics in Multistream and Heterogeneous Settings. IEEE Trans. Biom. Behav. Identity Sci. Guillaume Heusch, Tiago de Freitas Pereira, Sébastien Marcel
2019	—	`ch.`	A Cross-Database Study of Voice Presentation Attack Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. Pavel Korshunov, Sébastien Marcel
2019	—	`ch.`	An Introduction to Vein Presentation Attacks and Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. André Anjos, Pedro Tome, Sébastien Marcel
2019	J	`jnl`	Biometric Face Presentation Attack Detection with Multi-Channel Convolutional Neural Network. CoRR Anjith George, Zohreh Mostaani, David Geissenbuhler, Olegs Nikisins, André Anjos, Sébastien Marcel
2019	—	`conf`	Custom silicone Face Masks: Vulnerability of Commercial Face Recognition Systems & Presentation Attack Detection. IWBF Raghavendra Ramachandra, Sushma Venkatesh, Kiran B. Raja, Sushil Bhattacharjee, Pankaj Wasnik, Sébastien Marcel, Christoph Busch
2019	—	`conf`	Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection. ICB Anjith George, Sébastien Marcel
2019	J	`jnl`	Deep Pixel-wise Binary Supervision for Face Presentation Attack Detection. CoRR Anjith George, Sébastien Marcel
2019	—	`conf`	Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing. ICB Olegs Nikisins, Anjith George, Sébastien Marcel
2019	J	`jnl`	Domain Adaptation in Multi-Channel Autoencoder based Features for Robust Face Anti-Spoofing. CoRR Olegs Nikisins, Anjith George, Sébastien Marcel
2019	J	`jnl`	Enhancing Trust in eAssessment - the TeSLA System Solution. CoRR Malinka Ivanova, Sushil Bhattacharjee, Sébastien Marcel, Anna Rozeva, Mariana Durcheva
2019	—	`ch.`	Evaluation Methodologies for Biometric Presentation Attack Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. Ivana Chingovska, Amir Mohammadi, André Anjos, Sébastien Marcel
2019	—	`book`	Handbook of Biometric Anti-Spoofing - Presentation Attack Detection, Second Edition Handbook of Biometric Anti-Spoofing, 2nd Ed. Sébastien Marcel, Mark S. Nixon, Julian Fiérrez, Nicholas W. D. Evans
2019	J	`jnl`	Heterogeneous Face Recognition Using Domain Specific Units. IEEE Trans. Inf. Forensics Secur. Tiago de Freitas Pereira, André Anjos, Sébastien Marcel
2019	J	`jnl`	Multispectral Deep Embeddings as a Countermeasure to Custom Silicone Mask Presentation Attacks. IEEE Trans. Biom. Behav. Identity Sci. Ketan Kotwal, Sushil Bhattacharjee, Sébastien Marcel
2019	—	`ch.`	Recent Advances in Face Presentation Attack Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. Sushil Bhattacharjee, Amir Mohammadi, André Anjos, Sébastien Marcel
2019	—	`ch.`	Remote Blood Pulse Analysis for Face Presentation Attack Detection. Handbook of Biometric Anti-Spoofing, 2nd Ed. Guillaume Heusch, Sébastien Marcel
2019	J	`jnl`	Smartphone Multi-modal Biometric Authentication: Database and Evaluation. CoRR Raghavendra Ramachandra, Martin Stokkenes, Amir Mohammadi, Sushma Venkatesh, Kiran B. Raja, Pankaj Wasnik, Eric Poiret, Sébastien Marcel, Christoph Busch
2019	J	`jnl`	The Speed Submission to DIHARD II: Contributions & Lessons Learned. CoRR Md. Sahidullah, Jose Patino, Samuele Cornell, Ruiqing Yin, Sunit Sivasankaran, Hervé Bredin, Pavel Korshunov, Alessio Brutti, Romain Serizel, Emmanuel Vincent, Nicholas W. D. Evans, Sébastien Marcel, Stefano Squartini, Claude Barras
2019	A	`conf`	Understanding and Visualizing Raw Waveform-Based CNNs. INTERSPEECH Hannah Muckenhirn, Vinayak Abrol, Mathew Magimai-Doss, Sébastien Marcel
2019	—	`conf`	Vulnerability assessment and detection of Deepfake videos. ICB Pavel Korshunov, Sébastien Marcel
2019	J	`jnl`	Vulnerability of Face Recognition to Deep Morphing. CoRR Pavel Korshunov, Sébastien Marcel
2018	J	`jnl`	Biometrics: In Search of Identity and Security (Q & A). IEEE Multim. Zahid Akhtar, Abdenour Hadid, Mark S. Nixon, Massimo Tistarelli, Jean-Luc Dugelay, Sébastien Marcel
2018	J	`jnl`	DeepFakes: a New Threat to Face Recognition? Assessment and Detection. CoRR Pavel Korshunov, Sébastien Marcel
2018	J	`jnl`	Deeply vulnerable: a study of the robustness of face recognition to presentation attacks. IET Biom. Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel
2018	—	`conf`	Fast cross-correlation based wrist vein recognition algorithm with rotation and translation compensation. IWBF Olegs Nikisins, Teodors Eglitis, André Anjos, Sébastien Marcel
2018	—	`conf`	Low-latency speaker spotting with online diarization and detection. Odyssey Jose Patino, Ruiqing Yin, Héctor Delgado, Hervé Bredin, Alain Komaty, Guillaume Wisniewski, Claude Barras, Nicholas W. D. Evans, Sébastien Marcel
2018	—	`conf`	On Effectiveness of Anomaly Detection Approaches against Unseen Presentation Attacks in Face Anti-spoofing. ICB Olegs Nikisins, Amir Mohammadi, André Anjos, Sébastien Marcel
2018	A	`conf`	On Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs. INTERSPEECH Hannah Muckenhirn, Mathew Magimai-Doss, Sébastien Marcel
2018	—	`conf`	On the use of convolutional neural networks for speech presentation attack detection. ISBA Pavel Korshunov, André R. Gonçalves, Ricardo P. V. Violato, Flávio Olmos Simões, Sébastien Marcel
2018	—	`conf`	Pulse-based Features for Face Presentation Attack Detection. BTAS Guillaume Heusch, Sébastien Marcel
2018	—	`conf`	Speaker Inconsistency Detection in Tampered Video. EUSIPCO Pavel Korshunov, Sébastien Marcel
2018	—	`conf`	Spoofing Deep Face Recognition with Custom Silicone Masks. BTAS Sushil Bhattacharjee, Amir Mohammadi, Sébastien Marcel
2018	Misc	`conf`	Towards Directly Modeling Raw Speech Signal for Speaker Verification Using CNNS. ICASSP Hannah Muckenhirn, Mathew Magimai-Doss, Sébastien Marcel
2018	—	`conf`	Towards quantifying the entropy of fingervein patterns across different feature extractors. ISBA Vedrana Krivokuca, Sébastien Marcel
2017	J	`jnl`	A Reproducible Study on Remote Heart Rate Measurement. CoRR Guillaume Heusch, André Anjos, Sébastien Marcel
2017	B	`conf`	A competition on generalized software-based face presentation attack detection in mobile scenarios. IJCB Zinelabdine Boulkenafet, Jukka Komulainen, Zahid Akhtar, Azeddine Benlamoudi, Djamel Samai, Salah Eddine Bekhouche, Abdelkrim Ouafi, Fadi Dornaika, Abdelmalik Taleb-Ahmed, Le Qin, Fei Peng, L. B. Zhang, Min Long, Shruti Bhilare, Vivek Kanhangad, Artur Costa-Pazo, Esteban Vázquez-Fernández, Daniel Pérez-Cabo, J. J. Moreira-Perez, Daniel González-Jiménez, Amir Mohammadi, Sushil Bhattacharjee, Sébastien Marcel, Svetlana Volkova, Y. Tang, N. Abe, L. Li, X. Feng, Z. Xia, X. Jiang, S. Liu, Rui Shao, Pong C. Yuen, Waldir R. de Almeida, Fernanda A. Andaló, Rafael Padilha, Gabriel Bertocco, William Dias, Jacques Wainer, Ricardo da Silva Torres, Anderson Rocha, Marcus A. Angeloni, Guilherme Folego, Alan Godoy, Abdenour Hadid
2017	J	`jnl`	BEAT: An Open-Source Web-Based Open-Science Platform. CoRR André Anjos, Laurent El Shafey, Sébastien Marcel
2017	—	`conf`	Biometric Systems under Morphing Attacks: Assessment of Morphing Techniques and Vulnerability Reporting. BIOSIG Ulrich Scherhag, Andreas Nautsch, Christian Rathgeb, Marta Gomez-Barrero, Raymond N. J. Veldhuis, Luuk J. Spreeuwers, Maikel Schils, Davide Maltoni, Patrick Grother, Sébastien Marcel, Ralph Breithaupt, Ramachandra Raghavendra, Christoph Busch
2017	A	`conf`	Bob Speaks Kaldi. INTERSPEECH Milos Cernak, Alain Komaty, Amir Mohammadi, André Anjos, Sébastien Marcel
2017	B	`conf`	Cross-eyed 2017: Cross-spectral iris/periocular recognition competition. IJCB Ana Filipa Sequeira, Lulu Chen, James M. Ferryman, Peter Wild, Fernando Alonso-Fernandez, Josef Bigün, Kiran B. Raja, Ramachandra Raghavendra, Christoph Busch, Tiago de Freitas Pereira, Sébastien Marcel, Sushree Sangeeta Behera, Mahesh Gour, Vivek Kanhangad
2017	B	`conf`	End-to-End convolutional neural network-based voice presentation attack detection. IJCB Hannah Muckenhirn, Mathew Magimai-Doss, Sébastien Marcel
2017	J	`jnl`	Impact of Score Fusion on Voice Biometrics and Presentation Attack Detection in Cross-Database Evaluations. IEEE J. Sel. Top. Signal Process. Pavel Korshunov, Sébastien Marcel
2017	J	`jnl`	Long-Term Spectral Statistics for Voice Presentation Attack Detection. IEEE ACM Trans. Audio Speech Lang. Process. Hannah Muckenhirn, Pavel Korshunov, Mathew Magimai-Doss, Sébastien Marcel
2017	—	`conf`	On the Generalization of Fused Systems in Voice Presentation Attack Detection. BIOSIG André R. Gonçalves, Ricardo P. V. Violato, Pavel Korshunov, Sébastien Marcel, Flávio Olmos Simões
2017	—	`conf`	What You Can't See Can Help You - Extended-Range Imaging for 3D-Mask Presentation Attack Detection. BIOSIG Sushil Bhattacharjee, Sébastien Marcel
2016	A	`conf`	Cross-Database Evaluation of Audio-Based Spoofing Detection Systems. INTERSPEECH Pavel Korshunov, Sébastien Marcel
2016	—	`ch.`	Face Recognition Systems Under Spoofing Attacks. Face Recognition Across the Imaging Spectrum Ivana Chingovska, Nesli Erdogmus, André Anjos, Sébastien Marcel
2016	—	`ch.`	Face Recognition in Challenging Environments: An Experimental and Reproducible Research Survey. Face Recognition Across the Imaging Spectrum Manuel Günther, Laurent El Shafey, Sébastien Marcel
2016	—	`conf`	Face presentation attack detection across spectrum using time-frequency descriptors of maximal response in Laplacian scale-space. IPTA Ramachandra Raghavendra, Kiran B. Raja, Sébastien Marcel, Christoph Busch
2016	—	`conf`	Heterogeneous Face Recognition Using Inter-Session Variability Modelling. CVPR Workshops Tiago de Freitas Pereira, Sébastien Marcel
2016	—	`conf`	Joint operation of voice biometrics and presentation attack detection. BTAS Pavel Korshunov, Sébastien Marcel
2016	J	`jnl`	Keystroke Biometrics Ongoing Competition. IEEE Access Aythami Morales, Julian Fiérrez, Ruben Tolosana, Javier Ortega-Garcia, Javier Galbally, Marta Gomez-Barrero, André Anjos, Sébastien Marcel
2016	—	`conf`	Overview of BTAS 2016 speaker anti-spoofing competition. BTAS Pavel Korshunov, Sébastien Marcel, Hannah Muckenhirn, André R. Gonçalves, A. G. Souza Mello, Ricardo Paranhos Velloso Violato, Flávio Olmos Simões, Mário Uliani Neto, Marcus de Assis Angeloni, José Augusto Stuchi, Heinrich Dinkel, Nanxin Chen, Yanmin Qian, Dipjyoti Paul, Goutam Saha, Md. Sahidullah
2016	—	`conf`	Presentation Attack Detection Using Long-Term Spectral Statistics for Trustworthy Speaker Verification. BIOSIG Hannah Muckenhirn, Mathew Magimai-Doss, Sébastien Marcel
2016	—	`conf`	The Replay-Mobile Face Presentation-Attack Database. BIOSIG Artur Costa-Pazo, Sushil Bhattacharjee, Esteban Vázquez-Fernández, Sébastien Marcel
2015	—	`ch.`	Anti-spoofing, Evaluation Methodologies. Encyclopedia of Biometrics Ivana Chingovska, André Anjos, Sébastien Marcel
2015	—	`ch.`	Anti-spoofing, Face Databases. Encyclopedia of Biometrics André Anjos, Ivana Chingovska, Sébastien Marcel
2015	J	`jnl`	Biometrics Security and Privacy Protection [From the Guest Editors]. IEEE Signal Process. Mag. Nicholas W. D. Evans, Sébastien Marcel, Arun Ross, Andrew Beng Jin Teoh
2015	J	`jnl`	Biometrics Systems Under Spoofing Attack: An evaluation methodology and lessons learned. IEEE Signal Process. Mag. Abdenour Hadid, Nicholas W. D. Evans, Sébastien Marcel, Julian Fiérrez
2015	—	`conf`	Finger vein liveness detection using motion magnification. BTAS Ramachandra Raghavendra, Manasa Avinash, Sébastien Marcel, Christoph Busch
2015	—	`conf`	Gender Classification by LUT Based Boosting of Overlapping Block Patterns. SCIA Rakesh Mehta, Manuel Günther, Sébastien Marcel
2015	J	`jnl`	Guest Editorial Special Issue on Biometric Spoofing and Countermeasures. IEEE Trans. Inf. Forensics Secur. Nicholas W. D. Evans, Stan Z. Li, Sébastien Marcel, Arun Ross
2015	J	`jnl`	Impact of eye detection error on face recognition performance. IET Biom. Abhishek Dutta, Manuel Günther, Laurent El Shafey, Sébastien Marcel, Raymond N. J. Veldhuis, Luuk J. Spreeuwers
2015	J	`jnl`	Joint Speaker Verification and Antispoofing in the i-Vector Space. IEEE Trans. Inf. Forensics Secur. Aleksandr Sizov, Elie Khoury, Tomi Kinnunen, Zhizheng Wu, Sébastien Marcel
2015	—	`conf`	On the vulnerability of palm vein recognition to spoofing attacks. ICB Pedro Tome, Sébastien Marcel
2015	—	`conf`	On the vulnerability of speaker verification to realistic voice spoofing. BTAS Serife Kucur Ergunay, Elie Khoury, Alexandros Lazaridis, Sébastien Marcel
2015	—	`conf`	Palm Vein Database and Experimental Framework for Reproducible Research. BIOSIG Pedro Tome, Sébastien Marcel
2015	—	`conf`	Periocular biometrics in mobile environment. BTAS Tiago de Freitas Pereira, Sébastien Marcel
2015	—	`conf`	The 1st Competition on Counter Measures to Finger Vein Spoofing Attacks. ICB Pedro Tome, Ramachandra Raghavendra, Christoph Busch, Santosh Tirunagari, Norman Poh, B. H. Shekar, Diego Gragnaniello, Carlo Sansone, Luisa Verdoliva, Sébastien Marcel
2014	B	`conf`	Audio-visual gender recognition in uncontrolled environment using variability modeling techniques. IJCB Laurent El Shafey, Elie Khoury, Sébastien Marcel
2014	J	`jnl`	Bi-modal biometric authentication on mobile phones in challenging conditions. Image Vis. Comput. Elie Khoury, Laurent El Shafey, Christopher McCool, Manuel Günther, Sébastien Marcel
2014	J	`jnl`	Biometric Antispoofing Methods: A Survey in Face Recognition. IEEE Access Javier Galbally, Sébastien Marcel, Julian Fiérrez
2014	J	`jnl`	Biometrics Evaluation Under Spoofing Attacks. IEEE Trans. Inf. Forensics Secur. Ivana Chingovska, André Rabello dos Anjos, Sébastien Marcel
2014	—	`ch.`	Evaluation Methodologies. Handbook of Biometric Anti-Spoofing Ivana Chingovska, André Anjos, Sébastien Marcel
2014	B	`conf`	Face Anti-spoofing Based on General Image Quality Assessment. ICPR Javier Galbally, Sébastien Marcel
2014	—	`ch.`	Face Anti-spoofing: Visual Approach. Handbook of Biometric Anti-Spoofing André Anjos, Jukka Komulainen, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen
2014	J	`jnl`	Face liveness detection using dynamic texture. EURASIP J. Image Video Process. Tiago Freitas Pereira, Jukka Komulainen, André Anjos, José Mario De Martino, Abdenour Hadid, Matti Pietikäinen, Sébastien Marcel
2014	—	`book`	Handbook of Biometric Anti-Spoofing - Trusted Biometrics under Spoofing Attacks Handbook of Biometric Anti-Spoofing Sébastien Marcel, Mark S. Nixon, Stan Z. Li
2014	—	`conf`	Hierarchical speaker clustering methods for the NIST i-vector Challenge. Odyssey Marc Ferras, Elie Khoury, Sébastien Marcel, Laurent El Shafey
2014	J	`jnl`	Image Quality Assessment for Fake Biometric Detection: Application to Iris, Fingerprint, and Face Recognition. IEEE Trans. Image Process. Javier Galbally, Sébastien Marcel, Julian Fiérrez
2014	A	`conf`	Introducing i-vectors for joint anti-spoofing and speaker verification. INTERSPEECH Elie Khoury, Tomi Kinnunen, Aleksandr Sizov, Zhizheng Wu, Sébastien Marcel
2014	—	`ch.`	Introduction. Handbook of Biometric Anti-Spoofing Nesli Erdogmus, Sébastien Marcel
2014	J	`jnl`	Motion-based counter-measures to photo attacks in face recognition. IET Biom. André Anjos, Murali Mohan Chakka, Sébastien Marcel
2014	—	`conf`	On the Vulnerability of Finger Vein Recognition to Spoofing. BIOSIG Pedro Tome, Matthias Vanoni, Sébastien Marcel
2014	J	`jnl`	Score calibration in face recognition. IET Biom. Miranti Indar Mandasari, Manuel Günther, Roy Wallace, Rahim Saeidi, Sébastien Marcel, David A. van Leeuwen
2014	Misc	`conf`	Spear: An open source toolbox for speaker recognition based on Bob. ICASSP Elie Khoury, Laurent El Shafey, Sébastien Marcel
2014	J	`jnl`	Spoofing Face Recognition With 3D Masks. IEEE Trans. Inf. Forensics Secur. Nesli Erdogmus, Sébastien Marcel
2014	—	`conf`	Swiss French Regional Accent Identification. Odyssey Alexandros Lazaridis, Elie Khoury, Jean-Philippe Goldman, Mathieu Avanzi, Sébastien Marcel, Philip N. Garner
2014	C	`conf`	Within- and cross- database evaluations for face gender classification via befit protocols. MMSP Nesli Erdogmus, Matthias Vanoni, Sébastien Marcel
2013	J	`jnl`	A Scalable Formulation of Probabilistic Linear Discriminant Analysis: Applied to Face Recognition. IEEE Trans. Pattern Anal. Mach. Intell. Laurent El Shafey, Chris McCool, Roy Wallace, Sébastien Marcel
2013	J	`jnl`	Alternative search techniques for face detection using location estimation and binary features. Comput. Vis. Image Underst. Bala Subburaman Venkatesh, Sébastien Marcel
2013	—	`conf`	Anti-spoofing in Action: Joint Operation with a Verification System. CVPR Workshops Ivana Chingovska, André Anjos, Sébastien Marcel
2013	—	`conf`	Can face anti-spoofing countermeasures work in a real world scenario? ICB Tiago de Freitas Pereira, André Anjos, José Mario De Martino, Sébastien Marcel
2013	—	`conf`	Complementary countermeasures for detecting scenic face spoofing attacks. ICB Jukka Komulainen, Abdenour Hadid, Matti Pietikäinen, André Anjos, Sébastien Marcel
2013	A	`conf`	I4u submission to NIST SRE 2012: a large-scale collaborative effort for noise-robust speaker verification. INTERSPEECH Rahim Saeidi, Kong-Aik Lee, Tomi Kinnunen, Tawfik Hasan, Benoit G. B. Fauve, Pierre-Michel Bousquet, Elie Khoury, Pablo Luis Sordo Martinez, Jia Min Karen Kua, Changhuai You, Hanwu Sun, Anthony Larcher, Padmanabhan Rajan, Ville Hautamäki, Cemal Hanilçi, Billy Braithwaite, Rosa González Hautamäki, Seyed Omid Sadjadi, Gang Liu, Hynek Boril, Navid Shokouhi, Driss Matrouf, Laurent El Shafey, Pejman Mowlaee, Julien Epps, Tharmarajah Thiruvaran, David A. van Leeuwen, Bin Ma, Haizhou Li, John H. L. Hansen, Jean-François Bonastre, Sébastien Marcel, John S. D. Mason, Eliathamby Ambikairajah
2013	J	`jnl`	Mobile Biometrics: Combined Face and Voice Verification for a Mobile Platform. IEEE Pervasive Comput. Philip A. Tresadern, Timothy F. Cootes, Norman Poh, Pavel Matejka, Abdenour Hadid, Christophe Lévy, Christopher McCool, Sébastien Marcel
2013	J	`jnl`	Session variability modelling for face authentication. IET Biom. Christopher McCool, Roy Wallace, Mitchell McLaren, Laurent El Shafey, Sébastien Marcel
2013	—	`conf`	Spoofing 2D Face Recognition Systems with 3D Masks. BIOSIG Nesli Erdogmus, Sébastien Marcel
2013	—	`conf`	Spoofing in 2D face recognition with 3D masks and anti-spoofing with Kinect. BTAS Nesli Erdogmus, Sébastien Marcel
2013	—	`conf`	The 2013 face recognition evaluation in mobile environment. ICB Manuel Günther, Artur Costa-Pazo, Changxing Ding, Elhocine Boutellaa, Giovani Chiachia, Honglei Zhang, Marcus A. Angeloni, Vitomir Struc, Elie Khoury, Esteban Vázquez-Fernández, Dacheng Tao, Messaoud Bengherabi, David D. Cox, Serkan Kiranyaz, Tiago de Freitas Pereira, Jerneja Zganec-Gros, Enrique Argones-Rúa, Nicolas Pinto, Moncef Gabbouj, Flávio Olmos Simões, Simon Dobrisek, Daniel González-Jiménez, Anderson Rocha, Mário Uliani Neto, Nikola Pavesic, Alexandre Xavier Falcão, Ricardo P. V. Violato, Sébastien Marcel
2013	—	`conf`	The 2013 speaker recognition evaluation in mobile environment. ICB Elie Khoury, Bostjan Vesnicer, Javier Franco-Pedroso, Ricardo P. V. Violato, Z. Boulkcnafet, L. M. Mazaira Fernandez, Mireia Díez, J. Kosmala, Houssemeddine Khemiri, T. Cipr, Rahim Saeidi, Manuel Günther, Jerneja Zganec-Gros, Rubén Zazo-Candil, Flávio Olmos Simões, Messaoud Bengherabi, Agustín Álvarez-Marquina, Mikel Peñagarikano, Alberto Abad, M. Boulayemen, Petr Schwarz, David A. van Leeuwen, Javier Gonzalez-Dominguez, Mário Uliani Neto, Elhocine Boutellaa, Pedro Gómez-Vilda, Amparo Varona, Dijana Petrovska-Delacrétaz, Pavel Matejka, Joaquín González-Rodríguez, Tiago Freitas Pereira, Farid Harizi, Luis Javier Rodríguez-Fuentes, Laurent El Shafey, Marcus A. Angeloni, Germán Bordel, Gérard Chollet, Sébastien Marcel
2013	—	`conf`	The 2nd competition on counter measures to 2D face spoofing attacks. ICB Ivana Chingovska, J. Yang, Zhen Lei, Dong Yi, Stan Z. Li, Olga Kähm, Christian Glaser, Naser Damer, Arjan Kuijper, Alexander Nouak, Jukka Komulainen, Tiago Freitas Pereira, Shubham Gupta, Shubham Khandelwal, Shubham Bansal, Ayush K. Rai, Tarun Krishna, Dushyant Goyal, Muhammad-Adeel Waris, Honglei Zhang, Iftikhar Ahmad, Serkan Kiranyaz, Moncef Gabbouj, Roberto Tronci, Maurizio Pili, Nicola Sirena, Fabio Roli, Javier Galbally, Julian Fiérrez, Allan da Silva Pinto, Hélio Pedrini, W. S. Schwartz, Anderson Rocha, André Anjos, Sébastien Marcel
2012	J	`jnl`	A Fast Parts-Based Approach to Speaker Verification Using Boosted Slice Classifiers. IEEE Trans. Inf. Forensics Secur. Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel
2012	—	`conf`	An Open Source Framework for Standardized Comparisons of Face Recognition Algorithms. ECCV Workshops (3) Manuel Günther, Roy Wallace, Sébastien Marcel
2012	—	`conf`	Bi-Modal Person Recognition on a Mobile Phone: Using Mobile Phone Data. ICME Workshops Christopher McCool, Sébastien Marcel, Abdenour Hadid, Matti Pietikäinen, Pavel Matejka, Jan Cernocký, Norman Poh, Josef Kittler, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Philip A. Tresadern, Timothy F. Cootes
2012	B	`conf`	Bi-modal authentication in mobile environments using session variability modelling. ICPR Petr Motlícek, Laurent El Shafey, Roy Wallace, Christopher McCool, Sébastien Marcel
2012	A*	`conf`	Bob: a free signal processing and machine learning toolbox for researchers. ACM Multimedia André Anjos, Laurent El Shafey, Roy Wallace, Manuel Günther, Christopher McCool, Sébastien Marcel
2012	—	`conf`	Boosting localized binary features for speech recognition. MLSLP Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel
2012	J	`jnl`	Cross-Pollination of Normalization Techniques From Speaker to Face Authentication Using Gaussian Mixture Models. IEEE Trans. Inf. Forensics Secur. Roy Wallace, Mitchell McLaren, Christopher McCool, Sébastien Marcel
2012	—	`conf`	Face Verification using Gabor filtering and adapted Gaussian Mixture Models. BIOSIG Laurent El Shafey, Roy Wallace, Sébastien Marcel
2012	—	`conf`	LBP - TOP Based Countermeasure against Face Spoofing Attacks. ACCV Workshops (1) Tiago de Freitas Pereira, André Anjos, José Mario De Martino, Sébastien Marcel
2012	—	`conf`	On the effectiveness of local binary patterns in face anti-spoofing. BIOSIG Ivana Chingovska, André Anjos, Sébastien Marcel
2011	B	`conf`	Competition on counter measures to 2-D facial spoofing attacks. IJCB Murali Mohan Chakka, André Anjos, Sébastien Marcel, Roberto Tronci, Daniele Muntoni, Gianluca Fadda, Maurizio Pili, Nicola Sirena, Gabriele Murgia, Marco Ristori, Fabio Roli, Junjie Yan, Dong Yi, Zhen Lei, Zhiwei Zhang, Stan Z. Li, William Robson Schwartz, Anderson Rocha, Hélio Pedrini, Javier Lorenzo-Navarro, Modesto Castrillón Santana, Jukka Määttä, Abdenour Hadid, Matti Pietikäinen
2011	B	`conf`	Counter-measures to photo attacks in face recognition: A public database and a baseline. IJCB André Anjos, Sébastien Marcel
2011	B	`conf`	Face and eye detection on hard datasets. IJCB Jonathan Parris, Michael J. Wilber, Brian Heflin, Ham M. Rara, Ahmed El-Barkouky, Aly A. Farag, Javier R. Movellan, anonymous, Modesto Castrillón Santana, Javier Lorenzo-Navarro, Mohammad Nayeem Teli, Sébastien Marcel, Cosmin Atanasoaei, Terrance E. Boult
2011	B	`conf`	Fast speaker verification on mobile phone data using boosted slice classifiers. IJCB Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel
2011	B	`conf`	Inter-session variability modelling and joint factor analysis for face authentication. IJCB Roy Wallace, Mitchell McLaren, Christopher McCool, Sébastien Marcel
2011	J	`jnl`	Introduction to the special issue on image and video retrieval: theory and applications. Multim. Tools Appl. Ioannis Kompatsiaris, Stéphane Marchand-Maillet, Roelof van Zwol, Sébastien Marcel
2011	Misc	`conf`	Phoneme recognition using Boosted Binary Features. ICASSP Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel
2010	J	`jnl`	A novel statistical generative model dedicated to face recognition. Image Vis. Comput. Guillaume Heusch, Sébastien Marcel
2010	A	`conf`	A principled approach to remove false alarms by modelling the context of a face detector. BMVC Cosmin Atanasoaei, Chris McCool, Sébastien Marcel
2010	J	`jnl`	An Evaluation of Video-to-Video Face Verification. IEEE Trans. Inf. Forensics Secur. Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Chris McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen
2010	Misc	`conf`	An alternative scanning strategy to detect faces. ICASSP Bala Subburaman Venkatesh, Sébastien Marcel
2010	Misc	`conf`	Boosted binary features for noise-robust speaker verification. ICASSP Anindya Roy, Mathew Magimai-Doss, Sébastien Marcel
2010	B	`conf`	Crossmodal Matching of Speakers Using Lip and Voice Features in Temporally Non-overlapping Audio and Video Streams. ICPR Anindya Roy, Sébastien Marcel
2010	J	`jnl`	Feature distribution modelling techniques for 3D face verification. Pattern Recognit. Lett. Chris McCool, Jordi Sanchez-Riera, Sébastien Marcel
2010	—	`conf`	Introducing crossmodal biometrics: Person identification from distinct audio & visual streams. BTAS Anindya Roy, Sébastien Marcel
2010	B	`conf`	Model and Score Adaptation for Biometric Systems: Coping With Device Interoperability and Changing Acquisition Conditions. ICPR Norman Poh, Josef Kittler, Sébastien Marcel, Driss Matrouf, Jean-François Bonastre
2010	—	`conf`	On the Results of the First Mobile Biometry (MOBIO) Face and Speaker Verification Evaluation. ICPR Contests Sébastien Marcel, Chris McCool, Pavel Matejka, Timo Ahonen, Jan Cernocký, Shayok Chakraborty, Vineeth Nallure Balasubramanian, Sethuraman Panchanathan, Chi-Ho Chan, Josef Kittler, Norman Poh, Benoit G. B. Fauve, Ondrej Glembek, Oldrich Plchot, Zdenek Jancik, Anthony Larcher, Christophe Lévy, Driss Matrouf, Jean-François Bonastre, Ping-Han Lee, Jui-Yu Hung, Si-Wei Wu, Yi-Ping Hung, Lukás Machlica, John S. D. Mason, Sandra Mau, Conrad Sanderson, David Monzo, Antonio Albiol, Hieu V. Nguyen, Li Bai, Yan Wang, Matti Niskanen, Markus Turtinen, Juan Arturo Nolazco-Flores, L. Paola García-Perera, Roberto Aceves-Lopez, Mauricio Villegas, Roberto Paredes
2010	J	`jnl`	On the vulnerability of face verification systems to hill-climbing attacks. Pattern Recognit. Javier Galbally, Chris McCool, Julian Fiérrez, Sébastien Marcel, Javier Ortega-Garcia
2010	A*	`conf`	Torchvision the machine-vision package of torch. ACM Multimedia Sébastien Marcel, Yann Rodriguez
2010	Misc	`conf`	Visual processing-inspired fern-audio features for noise-robust speaker verification. SAC Anindya Roy, Sébastien Marcel
2009	J	`jnl`	A comparative study of two state-of-the-art sequence processing techniques for hand gesture recognition. Comput. Vis. Image Underst. Agnès Just, Sébastien Marcel
2009	—	`conf`	Bayesian Networks to Combine Intensity and Color Information in Face Recognition. ICB Guillaume Heusch, Sébastien Marcel
2009	—	`conf`	Face Video Competition. ICB Norman Poh, Chi-Ho Chan, Josef Kittler, Sébastien Marcel, Christopher McCool, Enrique Argones-Rúa, José Luis Alba-Castro, Mauricio Villegas, Roberto Paredes, Vitomir Struc, Nikola Pavesic, Albert Ali Salah, Hui Fang, Nicholas Costen
2009	A	`conf`	Haar Local Binary Pattern Feature for Fast Illumination Invariant Face Detection. BMVC Anindya Roy, Sébastien Marcel
2009	—	`conf`	Media on the web, in post-production and broadcasting: the practitioner day of the ACM 2009 International Conference on Image and Video Retrieval. CIVR Sébastien Marcel, Roelof van Zwol, Ricardo Baeza-Yates, Oliver Heckmann, Jan Erik Solem, Johan Oomen, Hans van Gageldonk, Jean-Pierre Gehrig, Xavier Vives, Baris Sumengen
2009	—	`conf`	Parts-Based Face Verification Using Local Frequency Bands. ICB Chris McCool, Sébastien Marcel
2007	—	`conf`	Face Authentication with Salient Local Features and Static Bayesian Network. ICB Guillaume Heusch, Sébastien Marcel
2007	J	`jnl`	Person Authentication Using Brainwaves (EEG) and Maximum A Posteriori Model Adaptation. IEEE Trans. Pattern Anal. Mach. Intell. Sébastien Marcel, José del R. Millán
2006	—	`conf`	Audio-Visual Processing in Meetings: Seven Questions and Current AMI Answers. MLMI Marc A. Al-Hames, Thomas Hain, Jan Cernocký, Sascha Schreiber, Mannes Poel, Ronald Müller, Sébastien Marcel, David A. van Leeuwen, Jean-Marc Odobez, Sileye O. Ba, Hervé Bourlard, Fabien Cardinaux, Daniel Gatica-Perez, Adam Janin, Petr Motlícek, Stephan Reiter, Steve Renals, Jeroen van Rest, Rutger Rienks, Gerhard Rigoll, Kevin Smith, Andrew H. C. Thean, Pavel Zemcík
2006	—	`conf`	Face Authentication Using Adapted Local Binary Pattern Histograms. ECCV (4) Yann Rodriguez, Sébastien Marcel
2006	—	`conf`	Hand Posture Classification and Recognition using the Modified Census Transform. FGR Agnès Just, Yann Rodriguez, Sébastien Marcel
2006	—	`conf`	Local Binary Patterns as an Image Preprocessing for Face Authentication. FGR Guillaume Heusch, Yann Rodriguez, Sébastien Marcel
2006	—	`conf`	Performance Characterisation of Face Recognition Algorithms and Their Sensitivity to Severe Illumination Changes. ICB Kieron Messer, Josef Kittler, James Short, Guillaume Heusch, Fabien Cardinaux, Sébastien Marcel, Yann Rodriguez, Shiguang Shan, Yu Su, Wen Gao, Xilin Chen
2004	—	`conf`	A Symmetric Transformation for LDA-based Face Verification. FGR Sébastien Marcel
2004	—	`conf`	Biometric Face Authentication Using Pixel-Based Weak Classifiers. ECCV Workshop BioAW Sébastien Marcel, Yann Rodriguez
2004	—	`conf`	Face Authentication Competition on the BANCA Database. ICBA Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Sébastien Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Norman Poh, Yann Rodriguez, Krzysztof Kryszczuk, Jacek Czyz, Luc Vandendorpe, Johnny Ng, Humphrey Cheung, Billy Tang
2004	—	`conf`	Face Authentication Test on the BANCA Database. ICPR (4) Kieron Messer, Josef Kittler, Mohammad Sadeghi, Miroslav Hamouz, Alexey Kostin, Fabien Cardinaux, Sébastien Marcel, Samy Bengio, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Chris McCool, Scott Lowther, Sridha Sridharan, Vinod Chandran, Roberto Paredes Palacios, Enrique Vidal, Li Bai, Linlin Shen, Yan Wang, Yueh-Hsuan Chiang, Hsien-Chang Liu, Yi-Ping Hung, Alexander Heinrichs, Marco K. Müller, Andreas Tewes, Christoph von der Malsburg, Rolf P. Würtz, Zhenger Wang, Feng Xue, Yong Ma, Qiong Yang, Chi Fang, Xiaoqing Ding, Simon Lucey, Ralph Goss, Henry Schneiderman, Norman Poh, Yann Rodriguez
2004	A	`conf`	HMM and IOHMM for the Recognition of Mono- and Bi-Manual 3D Hand Gestures. BMVC Agnès Just, Olivier Bernier, Sébastien Marcel
2004	—	`conf`	On Performance Evaluation of Face Detection and Localization Algorithms. ICPR (1) Vlad Popovici, Jean-Philippe Thiran, Yann Rodriguez, Sébastien Marcel
2004	—	`conf`	Recognition of Isolated Complex Mono- and Bi-Manual 3D Hand Gestures. FGR Agnès Just, Olivier Bernier, Sébastien Marcel
2003	—	`conf`	Comparison of MLP and GMM Classifiers for Face Verification on XM2VTS. AVBPA Fabien Cardinaux, Conrad Sanderson, Sébastien Marcel
2003	—	`conf`	Face Verification Competition on the XM2VTS Database. AVBPA Kieron Messer, Josef Kittler, Mohammad Sadeghi, Sébastien Marcel, Christine Marcel, Samy Bengio, Fabien Cardinaux, Conrad Sanderson, Jacek Czyz, Luc Vandendorpe, Sanun Srisuk, Maria Petrou, Werasak Kurutach, Alexander Kadyrov, Roberto Paredes, Burcu Kepenekci, Faik Boray Tek, Gozde Bozdagi Akar, Farzin Deravi, Nick Jeremy Mavity
2003	—	`conf`	Improving face authentication using virtual samples. ICASSP (3) Norman Poh Hoon Thian, Sébastien Marcel, Samy Bengio
2003	A	`conf`	Speech & face based biometric authentication at IDIAP. ICME Conrad Sanderson, Samy Bengio, Hervé Bourlard, Johnny Mariéthoz, Ronan Collobert, Mohamed Faouzi BenZeghiba, Fabien Cardinaux, Sébastien Marcel
2002	J	`jnl`	Confidence measures for multimodal identity verification. Inf. Fusion Samy Bengio, Christine Marcel, Sébastien Marcel, Johnny Mariéthoz
2002	—	`conf`	Improving Face Verification Using Skin Color Information. ICPR (2) Sébastien Marcel, Samy Bengio
2000	B	`conf`	Hand Gesture Recognition Using Input-Output Hidden Markov Models. FG Sébastien Marcel, Olivier Bernier, Jean-Emmanuel Viallet, Daniel Collobert
1999	—	`conf`	Hand Posture Recognition in a Body-Face Centered Space. Gesture Workshop Sébastien Marcel, Olivier Bernier
1999	—	`conf`	Hand posture recognition in a body-face centered space. CHI Extended Abstracts Sébastien Marcel