Hatef Otroshi-Shahreza

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 45

Top Topics

Face Recognition

Impulsive Noise

Biometric Template

Top Venues

Publications

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)
Hatef Otroshi-Shahreza, Alexandre Veuthey, Sébastien Marcel
Face Recognition Using Lensless Camera. ICASSP (2024)
Alexander Unnervik, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks. CoRR (2024)
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 (2024)
Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel
On Measuring Linkability of Multiple Protected Biometric Templates Using Maximal Leakage. IEEE Access 12 (2024)
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 (2024)
Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel
Approximating Optimal Morphing Attacks using Template Inversion. CoRR (2024)
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 (2024)
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 (2024)
Hatef Otroshi-Shahreza, Sébastien Marcel
Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates. FG (2024)
David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion. CoRR (2024)
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) (2024)
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) (2024)
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 (2024)
Hatef Otroshi-Shahreza, Sébastien Marcel
Face Reconstruction from Partially Leaked Facial Embeddings. ICASSP (2024)
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)
Hatef Otroshi-Shahreza, Amina Bassit, Sébastien Marcel, Raymond N. J. Veldhuis
Remote Cancelable Biometric System for Verification and Identification Applications. BIOSIG (2023)
Hatef Otroshi-Shahreza, Sébastien Marcel
Inversion of Deep Facial Templates using Synthetic Data. IJCB (2023)
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) (2023)
Hatef Otroshi-Shahreza, Sébastien Marcel
Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model. ICIP (2023)
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 (2023)
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, Xiao-Yu 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 (2023)
Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel
Approximating Optimal Morphing Attacks using Template Inversion. IJCB (2023)
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)
Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. EUSIPCO (2023)
Hatef Otroshi-Shahreza, Sébastien Marcel
Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction. ICCV (2023)
Hatef Otroshi-Shahreza, Sébastien Marcel
Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network. NeurIPS (2023)
Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data. IJCB (2023)
Hatef Otroshi-Shahreza, Pietro Melzi, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Sébastien Marcel, Rubén Tolosana, Rubén Vera-Rodríguez
Benchmarking of Cancelable Biometrics for Deep Templates. CoRR (2023)
Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Rubén Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Sébastien Marcel, Christoph Busch
Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings. WACV (Workshops) (2023)
Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel
Measuring Linkability of Protected Biometric Templates Using Maximal Leakage. IEEE Trans. Inf. Forensics Secur. 18 (2023)
Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network. ICIP (2022)
Sahar Sadrizadeh, Hatef Otroshi-Shahreza, Farokh Marvasti
Impulsive noise removal via a blind CNN enhanced by an iterative post-processing. Signal Process. 192 (2022)
Dailé Osorio Roig, Christian Rathgeb, Hatef Otroshi-Shahreza, Christoph Busch, Sébastien Marcel
Indexing Protected Deep Face Templates by Frequent Binary Patterns. IJCB (2022)
Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi
Feature-based no-reference video quality assessment using Extra Trees. IET Image Process. 16 (6) (2022)
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)
Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron. CoRR (2022)
Hatef Otroshi-Shahreza, Sébastien Marcel
Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition. ICASSP (2021)
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) (2021)
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)
Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel
On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models. WIFS (2021)
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 (2020)
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)
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)
Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi
No-Reference Image Quality Assessment using Transfer Learning. IST (2018)