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Sébastien Marcel
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2020 – today
- 2024
- [j61]Behrooz Razeghi, Marzieh Gheisari, Amir Ahooye Atashin, Dimche Kostadinov, Sébastien Marcel, Deniz Gündüz, Slava Voloshynovskiy:
Group Membership Verification via Nonlinear Sparsifying Transform Learning. IEEE Access 12: 86739-86751 (2024) - [j60]Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel:
On Measuring Linkability of Multiple Protected Biometric Templates Using Maximal Leakage. IEEE Access 12: 106618-106630 (2024) - [j59]Daniel Moreira, Sébastien Marcel, Anderson Rocha:
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22(3): 7-10 (2024) - [j58]Daniel Moreira, Sébastien Marcel, Anderson Rocha:
Synthetic Realities and Artificial Intelligence-Generated Contents. IEEE Secur. Priv. 22(4): 101-102 (2024) - [j57]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:
FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems. Inf. Fusion 107: 102322 (2024) - [j56]Giulia Orrù, Ajita Rattani, Imad Rida, Sébastien Marcel:
Recent advances in behavioral and hidden biometrics for personal identification. Pattern Recognit. Lett. 185: 108-109 (2024) - [j55]Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel:
EdgeFace: Efficient Face Recognition Model for Edge Devices. IEEE Trans. Biom. Behav. Identity Sci. 6(2): 158-168 (2024) - [j54]Hatef Otroshi-Shahreza, Sébastien Marcel:
Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems. IEEE Trans. Biom. Behav. Identity Sci. 6(3): 374-384 (2024) - [j53]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack. IEEE Trans. Inf. Forensics Secur. 19: 4585-4600 (2024) - [c155]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, Xiao-Yu Zhang, Bernardo Biesseck, Pedro Vidal, Luiz Coelho, Roger Granada, David Menotti:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CVPR Workshops 2024: 3173-3183 - [c154]Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. FG 2024: 1-9 - [c153]Hatef Otroshi-Shahreza, Sébastien Marcel:
Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates. FG 2024: 1-7 - [c152]Hatef Otroshi-Shahreza, Alexandre Veuthey, Sébastien Marcel:
Face Recognition Using Lensless Camera. ICASSP 2024: 4385-4389 - [c151]Anjith George, Sébastien Marcel:
Heterogeneous Face Recognition Using Domain Invariant Units. ICASSP 2024: 4780-4784 - [c150]Pavel Korshunov, Anjith George, Gökhan Özbulak, Sébastien Marcel:
Vulnerability of Face age Verification to Replay Attacks. ICASSP 2024: 4830-4834 - [c149]Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel:
Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition. ICASSP 2024: 4920-4924 - [c148]Hatef Otroshi-Shahreza, Sébastien Marcel:
Face Reconstruction from Partially Leaked Facial Embeddings. ICASSP 2024: 4930-4934 - [c147]Mathias Ibsen, Christian Rathgeb, Sébastien Marcel, Christoph Busch:
Multi-Channel Cross Modal Detection of Synthetic Face Images. IWBF 2024: 1-6 - [c146]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:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. WACV (Workshops) 2024: 892-901 - [c145]Ketan Kotwal, Sébastien Marcel:
Mitigating Demographic Bias in Face Recognition via Regularized Score Calibration. WACV (Workshops) 2024: 1150-1159 - [i61]Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel:
Deep Variational Privacy Funnel: General Modeling with Applications in Face Recognition. CoRR abs/2401.14792 (2024) - [i60]Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel:
Approximating Optimal Morphing Attacks using Template Inversion. CoRR abs/2402.00695 (2024) - [i59]Alexander Unnervik, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks. CoRR abs/2402.18718 (2024) - [i58]Ahmad Hassanpour, Yasamin Kowsari, Hatef Otroshi-Shahreza, Bian Yang, Sébastien Marcel:
ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities. CoRR abs/2403.02965 (2024) - [i57]Behrooz Razeghi, Parsa Rahimi, Sébastien Marcel:
Deep Privacy Funnel Model: From a Discriminative to a Generative Approach with an Application to Face Recognition. CoRR abs/2404.02696 (2024) - [i56]Hatef Otroshi-Shahreza, Christophe Ecabert, Anjith George, Alexander Unnervik, Sébastien Marcel, Nicolò Di Domenico, Guido Borghi, Davide Maltoni, Fadi Boutros, Julia Vogel, Naser Damer, Ángela Sánchez-Pérez, Enrique Mas-Candela, Jorge Calvo-Zaragoza, Bernardo Biesseck, Pedro Vidal, Roger Granada, David Menotti, Ivan DeAndres-Tame, Simone Maurizio La Cava, Sara Concas, Pietro Melzi, Ruben Tolosana, Rubén Vera-Rodríguez, Gianpaolo Perelli, Giulia Orrù, Gian Luca Marcialis, Julian Fiérrez:
SDFR: Synthetic Data for Face Recognition Competition. CoRR abs/2404.04580 (2024) - [i55]David Geissbühler, Sushil Bhattacharjee, Ketan Kotwal, Guillaume Clivaz, Sébastien Marcel:
sweet - An Open Source Modular Platform for Contactless Hand Vascular Biometric Experiments. CoRR abs/2404.09376 (2024) - [i54]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:
Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2404.10378 (2024) - [i53]Anjith George, Sébastien Marcel:
From Modalities to Styles: Rethinking the Domain Gap in Heterogeneous Face Recognition. CoRR abs/2404.14247 (2024) - [i52]Anjith George, Sébastien Marcel:
Heterogeneous Face Recognition Using Domain Invariant Units. CoRR abs/2404.14343 (2024) - [i51]David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel:
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion. CoRR abs/2405.00228 (2024) - [i50]Ketan Kotwal, Ibrahim Ulucan, Gökhan Özbulak, Janani Selliah, Sébastien Marcel:
VRBiom: A New Periocular Dataset for Biometric Applications of HMD. CoRR abs/2407.02150 (2024) - [i49]Parsa Rahimi, Behrooz Razeghi, Sébastien Marcel:
Synthetic to Authentic: Transferring Realism to 3D Face Renderings for Boosting Face Recognition. CoRR abs/2407.07627 (2024) - [i48]Anjith George, Sébastien Marcel:
Modality Agnostic Heterogeneous Face Recognition with Switch Style Modulators. CoRR abs/2407.08640 (2024) - [i47]Yu Linghu, Tiago de Freitas Pereira, Christophe Ecabert, Sébastien Marcel, Manuel Günther:
Score Normalization for Demographic Fairness in Face Recognition. CoRR abs/2407.14087 (2024) - 2023
- [j52]Mathias Ibsen, Christian Rathgeb, Fabian Brechtel, Ruben Klepp, Katrin Pöppelmann, Anjith George, Sébastien Marcel, Christoph Busch:
Attacking Face Recognition With T-Shirts: Database, Vulnerability Assessment, and Detection. IEEE Access 11: 57867-57879 (2023) - [j51]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:
Towards lifelong human assisted speaker diarization. Comput. Speech Lang. 77: 101437 (2023) - [j50]Christoph Busch, Farzin Deravi, Dinusha Frings, Els Kindt, Ralph Lessmann, Alexander Nouak, Jean Salomon, Mateus Achcar, Fernando Alonso-Fernandez, Daniel Bachenheimer, David Bethell, Josef Bigün, Matthew Brawley, Guido Brockmann, Enrique Cabello, Patrizio Campisi, Aleksandrs Cepilovs, Miles Clee, Mickey Cohen, Christian Croll, Andrzej Czyzewski, Bernadette Dorizzi, Martin Drahanský, Pawel Drozdowski, Catherine Fankhauser, Julian Fiérrez, Marta Gomez-Barrero, Georg Hasse, Richard M. Guest, Ekaterina Komleva, Sébastien Marcel, Gian Luca Marcialis, Laurent Mercier, Emilio Mordini, Stefance Mouille, Pavlina Navratilova, Javier Ortega-Garcia, Dijana Petrovska, Norman Poh, Istvan Sz. Racz, Ramachandra Raghavendra, Christian Rathgeb, Christophe Remillet, Uwe Seidel, Luuk J. Spreeuwers, Brage Strand, Sirra Toivonen, Andreas Uhl:
Facilitating free travel in the Schengen area - A position paper by the European Association for Biometrics. IET Biom. 12(2): 112-128 (2023) - [j49]Hatef Otroshi-Shahreza, Sébastien Marcel:
Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks via 3D Face Reconstruction. IEEE Trans. Pattern Anal. Mach. Intell. 45(12): 14248-14265 (2023) - [j48]Anjith George, Amir Mohammadi, Sébastien Marcel:
Prepended Domain Transformer: Heterogeneous Face Recognition Without Bells and Whistles. IEEE Trans. Inf. Forensics Secur. 18: 133-146 (2023) - [j47]Vedrana Krivokuca Hahn, Sébastien Marcel:
Biometric Template Protection for Neural-Network-Based Face Recognition Systems: A Survey of Methods and Evaluation Techniques. IEEE Trans. Inf. Forensics Secur. 18: 639-666 (2023) - [j46]Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel:
Measuring Linkability of Protected Biometric Templates Using Maximal Leakage. IEEE Trans. Inf. Forensics Secur. 18: 2262-2275 (2023) - [c144]Hatef Otroshi-Shahreza, Amina Bassit, Sébastien Marcel, Raymond N. J. Veldhuis:
Remote Cancelable Biometric System for Verification and Identification Applications. BIOSIG 2023: 1-5 - [c143]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. EUSIPCO 2023: 605-609 - [c142]Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel:
Approximating Optimal Morphing Attacks using Template Inversion. IJCB 2023: 1-9 - [c141]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:
The Unconstrained Ear Recognition Challenge 2023: Maximizing Performance and Minimizing Bias. IJCB 2023: 1-10 - [c140]Anjith George, Sébastien Marcel:
Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation. IJCB 2023: 1-10 - [c139]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:
EFaR 2023: Efficient Face Recognition Competition. IJCB 2023: 1-12 - [c138]Alain Komaty, Vedrana Krivokuca Hahn, Christophe Ecabert, Sébastien Marcel:
Can personalised hygienic masks be used to attack face recognition systems? IJCB 2023: 1-10 - [c137]Pavel Korshunov, Haolin Chen, Philip N. Garner, Sébastien Marcel:
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes. IJCB 2023: 1-10 - [c136]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. IJCB 2023: 1-10 - [c135]Hatef Otroshi-Shahreza, Sébastien Marcel:
Inversion of Deep Facial Templates using Synthetic Data. IJCB 2023: 1-8 - [c134]Parsa Rahimi, Christophe Ecabert, Sébastien Marcel:
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups. IJCB 2023: 1-11 - [c133]Hatef Otroshi-Shahreza, Sébastien Marcel:
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction. ICCV 2023: 19605-19615 - [c132]Hatef Otroshi-Shahreza, Sébastien Marcel:
Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model. ICIP 2023: 2435-2439 - [c131]Hatef Otroshi-Shahreza, Sébastien Marcel:
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network. NeurIPS 2023 - [c130]Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Sébastien Marcel, Christoph Busch:
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings. WACV (Workshops) 2023: 323-331 - [i46]Hatef Otroshi-Shahreza, Pietro Melzi, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Sébastien Marcel, Ruben Tolosana, Rubén Vera-Rodríguez:
Benchmarking of Cancelable Biometrics for Deep Templates. CoRR abs/2302.13286 (2023) - [i45]Ketan Kotwal, Sébastien Marcel:
Fairness Index Measures to Evaluate Bias in Biometric Recognition. CoRR abs/2306.10919 (2023) - [i44]João Phillipe Cardenuto, Jing Yang, Rafael Padilha, Renjie Wan, Daniel Moreira, Haoliang Li, Shiqi Wang, Fernanda A. Andaló, Sébastien Marcel, Anderson Rocha:
The Age of Synthetic Realities: Challenges and Opportunities. CoRR abs/2306.11503 (2023) - [i43]Ketan Kotwal, Sébastien Marcel:
Residual Feature Pyramid Network for Enhancement of Vascular Patterns. CoRR abs/2306.17200 (2023) - [i42]Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel:
EdgeFace: Efficient Face Recognition Model for Edge Devices. CoRR abs/2307.01838 (2023) - [i41]Anjith George, Sébastien Marcel:
Bridging the Gap: Heterogeneous Face Recognition with Conditional Adaptive Instance Modulation. CoRR abs/2307.07032 (2023) - [i40]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:
EFaR 2023: Efficient Face Recognition Competition. CoRR abs/2308.04168 (2023) - [i39]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. CoRR abs/2308.14852 (2023) - [i38]Parsa Rahimi, Christophe Ecabert, Sébastien Marcel:
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups. CoRR abs/2309.08442 (2023) - [i37]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:
FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data. CoRR abs/2311.10476 (2023) - [i36]Mathias Ibsen, Christian Rathgeb, Sébastien Marcel, Christoph Busch:
Multi-Channel Cross Modal Detection of Synthetic Face Images. CoRR abs/2311.16773 (2023) - [i35]Pavel Korshunov, Haolin Chen, Philip N. Garner, Sébastien Marcel:
Vulnerability of Automatic Identity Recognition to Audio-Visual Deepfakes. CoRR abs/2311.17655 (2023) - 2022
- [j45]Tiago de Freitas Pereira, Sébastien Marcel:
Fairness in Biometrics: A Figure of Merit to Assess Biometric Verification Systems. IEEE Trans. Biom. Behav. Identity Sci. 4(1): 19-29 (2022) - [j44]Vedrana Krivokuca Hahn, Sébastien Marcel:
Towards Protecting Face Embeddings in Mobile Face Verification Scenarios. IEEE Trans. Biom. Behav. Identity Sci. 4(1): 117-134 (2022) - [j43]Ketan Kotwal, Sushil Bhattacharjee, Philip Abbet, Zohreh Mostaani, Huang Wei, Wenkang Xu, Zhao Yaxi, Sébastien Marcel:
Domain-Specific Adaptation of CNN for Detecting Face Presentation Attacks in NIR. IEEE Trans. Biom. Behav. Identity Sci. 4(1): 135-147 (2022) - [j42]Pavel Korshunov, Sébastien Marcel:
Improving Generalization of Deepfake Detection With Data Farming and Few-Shot Learning. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 386-397 (2022) - [j41]Huy H. Nguyen, Sébastien Marcel, Junichi Yamagishi, Isao Echizen:
Master Face Attacks on Face Recognition Systems. IEEE Trans. Biom. Behav. Identity Sci. 4(3): 398-411 (2022) - [c129]Raghavendra Ramachandra, Sébastien Marcel:
MASK-MORPH: Does Morphing of Custom 3D Face Masks Threatens the Face Recognition Systems? AVSS 2022: 1-8 - [c128]Laurent Colbois, Sébastien Marcel:
On the detection of morphing attacks generated by GANs. BIOSIG 2022: 54-62 - [c127]Alexander Unnervik, Sébastien Marcel:
An anomaly detection approach for backdoored neural networks: face recognition as a case study. BIOSIG 2022: 80-88 - [c126]Ketan Kotwal, Sébastien Marcel:
Residual Feature Pyramid Network for Enhancement of Vascular Patterns. CVPR Workshops 2022: 1587-1594 - [c125]Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel:
Are GAN-based morphs threatening face recognition? ICASSP 2022: 2959-2963 - [c124]Pavel Korshunov, Anubhav Jain, Sébastien Marcel:
Custom Attribution Loss for Improving Generalization and Interpretability of Deepfake Detection. ICASSP 2022: 8972-8976 - [c123]Hatef Otroshi-Shahreza, Christian Rathgeb, Dailé Osorio Roig, Vedrana Krivokuca Hahn, Sébastien Marcel, Christoph Busch:
Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics. IJCB 2022: 1-10 - [c122]Dailé Osorio Roig, Christian Rathgeb, Hatef Otroshi-Shahreza, Christoph Busch, Sébastien Marcel:
Indexing Protected Deep Face Templates by Frequent Binary Patterns. IJCB 2022: 1-8 - [c121]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network. ICIP 2022: 1211-1215 - [c120]Ketan Kotwal, Sébastien Marcel:
Fairness Index Measures to Evaluate Bias in Biometric Recognition. ICPR Workshops (1) 2022: 479-493 - [c119]Pavel Korshunov, Sébastien Marcel:
Face Anthropometry Aware Audio-visual Age Verification. ACM Multimedia 2022: 5944-5951 - [p11]Pavel Korshunov, Sébastien Marcel:
The Threat of Deepfakes to Computer and Human Visions. Handbook of Digital Face Manipulation and Detection 2022: 97-115 - [i34]Anjith George, David Geissbühler, Sébastien Marcel:
A Comprehensive Evaluation on Multi-channel Biometric Face Presentation Attack Detection. CoRR abs/2202.10286 (2022) - [i33]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. CoRR abs/2204.11054 (2022) - [i32]Eklavya Sarkar, Pavel Korshunov, Laurent Colbois, Sébastien Marcel:
Are GAN-based Morphs Threatening Face Recognition? CoRR abs/2205.02496 (2022) - [i31]Tiago de Freitas Pereira, Dominic Schmidli, Yu Linghu, Xinyi Zhang, Sébastien Marcel, Manuel Günther:
Eight Years of Face Recognition Research: Reproducibility, Achievements and Open Issues. CoRR abs/2208.04040 (2022) - [i30]Alexander Unnervik, Sébastien Marcel:
An anomaly detection approach for backdoored neural networks: face recognition as a case study. CoRR abs/2208.10231 (2022) - [i29]Laurent Colbois, Sébastien Marcel:
On the detection of morphing attacks generated by GANs. CoRR abs/2209.00404 (2022) - [i28]Anjith George, Amir Mohammadi, Sébastien Marcel:
Prepended Domain Transformer: Heterogeneous Face Recognition without Bells and Whistles. CoRR abs/2210.06529 (2022) - [i27]Mathias Ibsen, Christian Rathgeb, Fabian Brechtel, Ruben Klepp, Katrin Pöppelmann, Anjith George, Sébastien Marcel, Christoph Busch:
Attacking Face Recognition with T-shirts: Database, Vulnerability Assessment and Detection. CoRR abs/2211.07383 (2022) - 2021
- [j40]Hatef Otroshi-Shahreza, Sébastien Marcel:
Towards Protecting and Enhancing Vascular Biometric Recognition Methods via Biohashing and Deep Neural Networks. IEEE Trans. Biom. Behav. Identity Sci. 3(3): 394-404 (2021) - [j39]Anjith George, Sébastien Marcel:
Learning One Class Representations for Face Presentation Attack Detection Using Multi-Channel Convolutional Neural Networks. IEEE Trans. Inf. Forensics Secur. 16: 361-375 (2021) - [c118]Victor Bros, Ketan Kotwal, Sébastien Marcel:
Vein Enhancement with Deep Auto-Encoders to improve Finger Vein Recognition. BIOSIG 2021: 261-268 - [c117]Anjith George, Sébastien Marcel:
Cross Modal Focal Loss for RGBD Face Anti-Spoofing. CVPR 2021: 7882-7891 - [c116]Sébastien Marcel:
Deep Convolutional Neural Networks: from recognition to anti-spoofing. EGC 2021: 9-10 - [c115]Pavel Korshunov, Sébastien Marcel:
Subjective and Objective Evaluation of Deepfake Videos. ICASSP 2021: 2510-2514 - [c114]Hatef Otroshi-Shahreza, Sébastien Marcel:
Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition. ICASSP 2021: 2585-2589 - [c113]Laurent Colbois, Tiago de Freitas Pereira, Sébastien Marcel:
On the use of automatically generated synthetic image datasets for benchmarking face recognition. IJCB 2021: 1-8 - [c112]Anjith George, Sébastien Marcel:
On the Effectiveness of Vision Transformers for Zero-shot Face Anti-Spoofing. IJCB 2021: 1-8 - [c111]