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2020 – today
- 2024
[j13]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)- [j12]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
Knowledge Distillation for Face Recognition Using Synthetic Data With Dynamic Latent Sampling. IEEE Access 12: 187800-187812 (2024) - [j11]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) - [j10]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) - [j9]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) - [j8]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) - [c25]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. CVPR Workshops 2024: 3173-3183 - [c24]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 - [c23]Hatef Otroshi-Shahreza, Sébastien Marcel:
Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates. FG 2024: 1-7 - [c22]Hatef Otroshi-Shahreza, Alexandre Veuthey, Sébastien Marcel:
Face Recognition Using Lensless Camera. ICASSP 2024: 4385-4389 - [c21]Hatef Otroshi-Shahreza, Sébastien Marcel:
Face Reconstruction from Partially Leaked Facial Embeddings. ICASSP 2024: 4930-4934 - [c20]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 - [i16]Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel:
Approximating Optimal Morphing Attacks using Template Inversion. CoRR abs/2402.00695 (2024) - [i15]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) - [i14]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) - [i13]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) - [i12]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) - [i11]David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel:
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion. CoRR abs/2405.00228 (2024) - [i10]Hatef Otroshi-Shahreza, Sébastien Marcel:
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities. CoRR abs/2410.24015 (2024) - [i9]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model. CoRR abs/2411.03960 (2024) - [i8]Hatef Otroshi-Shahreza, Sébastien Marcel:
HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere. CoRR abs/2411.08470 (2024) - [i7]Ivan DeAndres-Tame, Ruben Tolosana, Pietro Melzi, Rubén Vera-Rodríguez, Minchul Kim, Christian Rathgeb, Xiaoming Liu, Luis F. 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:
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data. CoRR abs/2412.01383 (2024) - 2023
- [j7]Amir Etefaghi Daryani, Mahdieh Mirmahdi, Ahmad Hassanpour, Hatef Otroshi-Shahreza, Bian Yang, Julian Fiérrez:
IRL-Net: Inpainted Region Localization Network via Spatial Attention. IEEE Access 11: 115677-115687 (2023) - [j6]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) - [j5]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) - [c19]Hatef Otroshi-Shahreza, Amina Bassit, Sébastien Marcel, Raymond N. J. Veldhuis:
Remote Cancelable Biometric System for Verification and Identification Applications. BIOSIG 2023: 1-5 - [c18]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. EUSIPCO 2023: 605-609 - [c17]Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel:
Approximating Optimal Morphing Attacks using Template Inversion. IJCB 2023: 1-9 - [c16]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 - [c15]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. IJCB 2023: 1-10 - [c14]Hatef Otroshi-Shahreza, Sébastien Marcel:
Inversion of Deep Facial Templates using Synthetic Data. IJCB 2023: 1-8 - [c13]Hatef Otroshi-Shahreza, Sébastien Marcel:
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction. ICCV 2023: 19605-19615 - [c12]Hatef Otroshi-Shahreza, Sébastien Marcel:
Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model. ICIP 2023: 2435-2439 - [c11]Hatef Otroshi-Shahreza, Sébastien Marcel:
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network. NeurIPS 2023 - [c10]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 - [i6]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) - [i5]Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel:
EdgeFace: Efficient Face Recognition Model for Edge Devices. CoRR abs/2307.01838 (2023) - [i4]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) - [i3]Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel:
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. CoRR abs/2308.14852 (2023) - [i2]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) - 2022
- [j4]Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi:
Feature-based no-reference video quality assessment using Extra Trees. IET Image Process. 16(6): 1531-1543 (2022) - [j3]Sahar Sadrizadeh, Hatef Otroshi-Shahreza, Farokh Marvasti:
Impulsive noise removal via a blind CNN enhanced by an iterative post-processing. Signal Process. 192: 108378 (2022) - [c9]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 - [c8]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 - [c7]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network. ICIP 2022: 1211-1215 - [i1]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) - 2021
- [j2]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) - [c6]Sahar Sadrizadeh, Hatef Otroshi-Shahreza, Farokh Marvasti:
Removing Impulsive Noise from Color Images via a Residual Deep Neural Network Enhanced by Post-Processing. EUSIPCO 2021: 656-660 - [c5]Hatef Otroshi-Shahreza, Sébastien Marcel:
Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition. ICASSP 2021: 2585-2589 - [c4]Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel:
On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models. WIFS 2021: 1-6 - 2020
- [j1]Hojatollah Zamani, Saeed Razavikia, Hatef Otroshi-Shahreza, Arash Amini:
Separation of Nonlinearly Mixed Sources Using End-to-End Deep Neural Networks. IEEE Signal Process. Lett. 27: 101-105 (2020) - [c3]Peyman Rostami, Ali Taimori, Sam Sattarzadeh, Hatef Otroshi-Shahreza, Farokh Marvasti:
An Image Dataset of Vehicles Front Views and Parts for Vehicle Detection, Localization and Alignment Applications. IST 2020: 25-30 - [c2]Mahdi Cherakhloo, Hatef Otroshi-Shahreza, Mohammad Soltanian, Sina Ranjkeshzadeh, Hamid Azadegan, Alireza Shirkhodaee, Arash Amini, Hamid Behroozi:
Measuring Image Blooming using Blurriness Metrics. IST 2020: 128-131
2010 – 2019
- 2018
- [c1]Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi:
No-Reference Image Quality Assessment using Transfer Learning. IST 2018: 637-640
Coauthor Index
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