Hatef Otroshi-Shahreza

According to our database, Hatef Otroshi-Shahreza authored at least 46 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Template Inversion Attack Using Synthetic Face Images Against Real Face Recognition Systems.

Hatef Otroshi-Shahreza, Sébastien Marcel

IEEE Trans. Biom. Behav. Identity Sci., July, 2024

EdgeFace: Efficient Face Recognition Model for Edge Devices.

Anjith George, Christophe Ecabert, Hatef Otroshi-Shahreza, Ketan Kotwal, Sébastien Marcel

IEEE Trans. Biom. Behav. Identity Sci., April, 2024

Vulnerability of State-of-the-Art Face Recognition Models to Template Inversion Attack.

Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel

IEEE Trans. Inf. Forensics Secur., 2024

FRCSyn-onGoing: Benchmarking and comprehensive evaluation of real and synthetic data to improve face recognition systems.

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

Inf. Fusion, 2024

Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data.

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

CoRR, 2024

HyperFace: Generating Synthetic Face Recognition Datasets by Exploring Face Embedding Hypersphere.

Hatef Otroshi-Shahreza, Sébastien Marcel

CoRR, 2024

Face Reconstruction from Face Embeddings using Adapter to a Face Foundation Model.

Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel

CoRR, 2024

Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities.

Hatef Otroshi-Shahreza, Sébastien Marcel

CoRR, 2024

Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion.

David Geissbühler, Hatef Otroshi-Shahreza, Sébastien Marcel

CoRR, 2024

ChatGPT and biometrics: an assessment of face recognition, gender detection, and age estimation capabilities.

Ahmad Hassanpour, Yasamin Kowsari, Hatef Otroshi-Shahreza, Bian Yang, Sébastien Marcel

CoRR, 2024

Model Pairing Using Embedding Translation for Backdoor Attack Detection on Open-Set Classification Tasks.

Alexander Unnervik, Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel

CoRR, 2024

On Measuring Linkability of Multiple Protected Biometric Templates Using Maximal Leakage.

Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel

IEEE Access, 2024

Knowledge Distillation for Face Recognition Using Synthetic Data With Dynamic Latent Sampling.

Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel

IEEE Access, 2024

FRCSyn Challenge at WACV 2024: Face Recognition Challenge in the Era of Synthetic Data.

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

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2024

Face Reconstruction from Partially Leaked Facial Embeddings.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE International Conference on Acoustics, 2024

Face Recognition Using Lensless Camera.

Hatef Otroshi-Shahreza, Alexandre Veuthey, Sébastien Marcel

Proceedings of the IEEE International Conference on Acoustics, 2024

Breaking Template Protection: Reconstruction of Face Images from Protected Facial Templates.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

SDFR: Synthetic Data for Face Recognition Competition.

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

Proceedings of the 18th IEEE International Conference on Automatic Face and Gesture Recognition, 2024

Second Edition FRCSyn Challenge at CVPR 2024: Face Recognition Challenge in the Era of Synthetic Data.

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

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Comprehensive Vulnerability Evaluation of Face Recognition Systems to Template Inversion Attacks via 3D Face Reconstruction.

Hatef Otroshi-Shahreza, Sébastien Marcel

IEEE Trans. Pattern Anal. Mach. Intell., December, 2023

Measuring Linkability of Protected Biometric Templates Using Maximal Leakage.

Hatef Otroshi-Shahreza, Yanina Y. Shkel, Sébastien Marcel

IEEE Trans. Inf. Forensics Secur., 2023

Benchmarking of Cancelable Biometrics for Deep Templates.

Hatef Otroshi-Shahreza, Pietro Melzi, Dailé Osorio Roig, Christian Rathgeb, Christoph Busch, Sébastien Marcel, Ruben Tolosana, Rubén Vera-Rodríguez

CoRR, 2023

IRL-Net: Inpainted Region Localization Network via Spatial Attention.

Amir Etefaghi Daryani, Mahdieh Mirmahdi, Ahmad Hassanpour, Hatef Otroshi-Shahreza, Bian Yang, Julian Fiérrez

IEEE Access, 2023

Multi-IVE: Privacy Enhancement of Multiple Soft-Biometrics in Face Embeddings.

Pietro Melzi, Hatef Otroshi-Shahreza, Christian Rathgeb, Ruben Tolosana, Rubén Vera-Rodríguez, Julian Fiérrez, Sébastien Marcel, Christoph Busch

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision Workshops, 2023

Face Reconstruction from Facial Templates by Learning Latent Space of a Generator Network.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Blackbox Face Reconstruction from Deep Facial Embeddings Using A Different Face Recognition Model.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE International Conference on Image Processing, 2023

Template Inversion Attack against Face Recognition Systems using 3D Face Reconstruction.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Inversion of Deep Facial Templates using Synthetic Data.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data.

Hatef Otroshi-Shahreza, Anjith George, Sébastien Marcel

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

EFaR 2023: Efficient Face Recognition Competition.

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

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

Approximating Optimal Morphing Attacks using Template Inversion.

Laurent Colbois, Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE International Joint Conference on Biometrics, 2023

MLP-Hash: Protecting Face Templates via Hashing of Randomized Multi-Layer Perceptron.

Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel

Proceedings of the 31st European Signal Processing Conference, 2023

Remote Cancelable Biometric System for Verification and Identification Applications.

Hatef Otroshi-Shahreza, Amina Bassit, Sébastien Marcel, Raymond N. J. Veldhuis

Proceedings of the 22nd International Conference of the Biometrics Special Interest Group, 2023

2022

Impulsive noise removal via a blind CNN enhanced by an iterative post-processing.

Sahar Sadrizadeh, Hatef Otroshi-Shahreza, Farokh Marvasti

Signal Process., 2022

Feature-based no-reference video quality assessment using Extra Trees.

Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi

IET Image Process., 2022

Face Reconstruction from Deep Facial Embeddings using a Convolutional Neural Network.

Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel

Proceedings of the 2022 IEEE International Conference on Image Processing, 2022

Indexing Protected Deep Face Templates by Frequent Binary Patterns.

Dailé Osorio Roig, Christian Rathgeb, Hatef Otroshi-Shahreza, Christoph Busch, Sébastien Marcel

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

Hybrid Protection of Biometric Templates by Combining Homomorphic Encryption and Cancelable Biometrics.

Hatef Otroshi-Shahreza, Christian Rathgeb, Dailé Osorio Roig, Vedrana Krivokuca Hahn, Sébastien Marcel, Christoph Busch

Proceedings of the IEEE International Joint Conference on Biometrics, 2022

2021

Towards Protecting and Enhancing Vascular Biometric Recognition Methods via Biohashing and Deep Neural Networks.

Hatef Otroshi-Shahreza, Sébastien Marcel

IEEE Trans. Biom. Behav. Identity Sci., 2021

On the Recognition Performance of BioHashing on state-of-the-art Face Recognition models.

Hatef Otroshi-Shahreza, Vedrana Krivokuca Hahn, Sébastien Marcel

Proceedings of the IEEE International Workshop on Information Forensics and Security, 2021

Deep Auto-Encoding and Biohashing for Secure Finger Vein Recognition.

Hatef Otroshi-Shahreza, Sébastien Marcel

Proceedings of the IEEE International Conference on Acoustics, 2021

Removing Impulsive Noise from Color Images via a Residual Deep Neural Network Enhanced by Post-Processing.

Sahar Sadrizadeh, Hatef Otroshi-Shahreza, Farokh Marvasti

Proceedings of the 29th European Signal Processing Conference, 2021

2020

Separation of Nonlinearly Mixed Sources Using End-to-End Deep Neural Networks.

Hojatollah Zamani, Saeed Razavikia, Hatef Otroshi-Shahreza, Arash Amini

IEEE Signal Process. Lett., 2020

An Image Dataset of Vehicles Front Views and Parts for Vehicle Detection, Localization and Alignment Applications.

Peyman Rostami, Ali Taimori, Sam Sattarzadeh, Hatef Otroshi-Shahreza, Farokh Marvasti

Proceedings of the 10th International Symposium on Telecommunications, 2020

Measuring Image Blooming using Blurriness Metrics.

Mahdi Cherakhloo, Hatef Otroshi-Shahreza, Mohammad Soltanian, Sina Ranjkeshzadeh, Hamid Azadegan, Alireza Shirkhodaee, Arash Amini, Hamid Behroozi

Proceedings of the 10th International Symposium on Telecommunications, 2020

2018

No-Reference Image Quality Assessment using Transfer Learning.

Hatef Otroshi-Shahreza, Arash Amini, Hamid Behroozi

Proceedings of the 9th International Symposium on Telecommunications, 2018