SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data

21 June 2022

Naser Damer

Papers citing "SFace: Privacy-friendly and Accurate Face Recognition using Synthetic Data"

47 / 47 papers shown

Title
FLUXSynID: A Framework for Identity-Controlled Synthetic Face Generation with Document and Live Images Raul Ismayilov Dzemila Sero Luuk Spreeuwers 112 0 0 12 May 2025
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 125 1 0 10 Apr 2025
GenEAva: Generating Cartoon Avatars with Fine-Grained Facial Expressions from Realistic Diffusion-based Faces Hao Yu Rupayan Mallick Margrit Betke Sarah Adel Bargal DiffM 91 0 0 10 Apr 2025
Data Synthesis with Diverse Styles for Face Recognition via 3DMM-Guided Diffusion Yuxi Mi Zhizhou Zhong Yanhua Huang Qiuyang Yuan Xuan Zhao Jianqing Xu Shouhong Ding Shaoming Wang Rizen Guo Shuigeng Zhou DiffM 122 0 0 01 Apr 2025
NullSwap: Proactive Identity Cloaking Against Deepfake Face Swapping Tianyi Wang Harry Cheng Xiao Zhang Yinglong Wang PICV 146 0 0 24 Mar 2025
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 184 2 0 09 Dec 2024
Second FRCSyn-onGoing: Winning Solutions and Post-Challenge Analysis to Improve Face Recognition with Synthetic Data Ivan Deandres-Tame Ruben Tolosana Pietro Melzi R. Vera-Rodríguez Minchul Kim ... Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti 175 2 0 02 Dec 2024
Edit Away and My Face Will not Stay: Personal Biometric Defense against Malicious Generative Editing Hanhui Wang Yihua Zhang Ruizheng Bai Yue Zhao Sijia Liu Zhuowen Tu AAML PICV 161 2 0 25 Nov 2024
Digi2Real: Bridging the Realism Gap in Synthetic Data Face Recognition via Foundation Models Anjith George S´ebastien Marcel 109 2 0 04 Nov 2024
Unveiling Synthetic Faces: How Synthetic Datasets Can Expose Real Identities Hatef Otroshi-Shahreza S´ebastien Marcel 91 4 0 31 Oct 2024
CNN Explainability with Multivector Tucker Saliency Maps for Self-Supervised Models Aymene Mohammed Bouayed Samuel Deslauriers-Gauthier Adrian Iaccovelli D. Naccache 76 0 0 30 Oct 2024
CemiFace: Center-based Semi-hard Synthetic Face Generation for Face Recognition Zhonglin Sun Siyang Song Ioannis Patras Georgios Tzimiropoulos 74 4 0 27 Sep 2024
ID $^3$ : Identity-Preserving-yet-Diversified Diffusion Models for Synthetic Face Recognition Shen Li Jianqing Xu Jiaying Wu Miao Xiong Ailin Deng Jiazhen Ji Yanhua Huang Wenjie Feng Shouhong Ding Bryan Hooi 86 8 0 26 Sep 2024
TCDiff: Triple Condition Diffusion Model with 3D Constraints for Stylizing Synthetic Faces Bernardo Biesseck Pedro Vidal Luiz Coelho Roger Granada David Menotti\| DiffM 57 1 0 05 Sep 2024
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 145 4 0 04 Sep 2024
How Knowledge Distillation Mitigates the Synthetic Gap in Fair Face Recognition Pedro C. Neto Ivona Colakovic Sašo Karakatič Ana F. Sequeira 95 1 0 30 Aug 2024
Federated Learning for Face Recognition via Intra-subject Self-supervised Learning Hansol Kim Hoyeol Choi Youngjun Kwak FedML 41 1 0 23 Jul 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion David Geissbühler Hatef Otroshi-Shahreza S´ebastien Marcel DiffM 82 6 0 30 Apr 2024
SDFD: Building a Versatile Synthetic Face Image Dataset with Diverse Attributes Georgia Baltsou Ioannis Sarridis C. Koutlis Symeon Papadopoulos 68 3 0 26 Apr 2024
Massively Annotated Datasets for Assessment of Synthetic and Real Data in Face Recognition Pedro C. Neto Rafael M. Mamede Carolina Albuquerque Tiago B. Gonccalves Ana F. Sequeira 80 1 0 23 Apr 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 90 8 0 17 Apr 2024
SDFR: Synthetic Data for Face Recognition Competition Hatef Otroshi-Shahreza Christophe Ecabert Anjith George A. Unnervik S´ebastien Marcel ... R. Vera-Rodríguez Gianpaolo Perelli G. Orrú G. L. Marcialis Julian Fierrez 98 21 0 06 Apr 2024
If It's Not Enough, Make It So: Reducing Authentic Data Demand in Face Recognition through Synthetic Faces Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 79 4 0 04 Apr 2024
Privacy-Preserving Face Recognition Using Trainable Feature Subtraction Yuxi Mi Zhizhou Zhong Yanhua Huang Jia-Bao Ji Jianqing Xu Jun Wang Shaoming Wang Shouhong Ding Shuigeng Zhou PICV 94 14 0 19 Mar 2024
Federated Learning Method for Preserving Privacy in Face Recognition System Enoch Solomon Abraham Woubie FedML 82 4 0 08 Mar 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 68 0 0 21 Feb 2024
Synthetic Data for the Mitigation of Demographic Biases in Face Recognition Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Aythami Morales Dominik Lawatsch Florian Domin Maxim Schaubert 67 12 0 02 Feb 2024
FRCSyn Challenge at WACV 2024:Face Recognition Challenge in the Era of Synthetic Data Pietro Melzi Ruben Tolosana R. Vera-Rodríguez Minchul Kim Christian Rathgeb ... Andrea Atzori Fadi Boutros Naser Damer Gianni Fenu Mirko Marras 84 16 0 17 Nov 2023
SynFacePAD 2023: Competition on Face Presentation Attack Detection Based on Privacy-aware Synthetic Training Data Meiling Fang Marco Huber Julian Fierrez Raghavendra Ramachandra Naser Damer ... Guangzhe Zhao Juan Tapia Lázaro J. González Soler Carlos Aravena Daniel Schulz CVBM 69 4 0 09 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 102 13 0 07 Nov 2023
FPGAN-Control: A Controllable Fingerprint Generator for Training with Synthetic Data Alon Shoshan Nadav Bhonker Emanuel Ben-Baruch Ori Nizan Igor Kviatkovsky Joshua J. Engelsma Manoj Aggarwal Gérard Medioni 68 3 0 29 Oct 2023
Toward responsible face datasets: modeling the distribution of a disentangled latent space for sampling face images from demographic groups Parsa Rahimi Christophe Ecabert S´ebastien Marcel CVBM 119 7 0 15 Sep 2023
SynVox2: Towards a privacy-friendly VoxCeleb2 dataset Xiaoxiao Miao Xin Eric Wang Erica Cooper Junichi Yamagishi Nicholas W. D. Evans Massimiliano Todisco J. Bonastre Mickael Rouvier 62 5 0 12 Sep 2023
SynthDistill: Face Recognition with Knowledge Distillation from Synthetic Data Hatef Otroshi Anjith George S´ebastien Marcel 73 11 0 28 Aug 2023
IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models Fadi Boutros J. H. Grebe Arjan Kuijper Naser Damer 65 63 0 09 Aug 2023
RPG-Palm: Realistic Pseudo-data Generation for Palmprint Recognition Lei Shen Jianlong Jin Ruixin Zhang Huaen Li Kai Zhao Yingyi Zhang Jingyu Zhang Shouhong Ding Yang Zhao Wei Jia 72 6 0 26 Jul 2023
ExFaceGAN: Exploring Identity Directions in GAN's Learned Latent Space for Synthetic Identity Generation Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 114 18 0 11 Jul 2023
GANDiffFace: Controllable Generation of Synthetic Datasets for Face Recognition with Realistic Variations Pietro Melzi Christian Rathgeb Ruben Tolosana R. Vera-Rodríguez Dominik Lawatsch Florian Domin Maxim Schaubert DiffM 104 53 0 31 May 2023
Face Recognition Using Synthetic Face Data Omer Granoviter Alexey Gruzdev V. Loginov Max Kogan Orly Zvitia 89 1 0 17 May 2023
Zero-shot racially balanced dataset generation using an existing biased StyleGAN2 Anubhav Jain Nasir Memon Julian Togelius 87 9 0 12 May 2023
Synthetic Data for Face Recognition: Current State and Future Prospects Fadi Boutros Vitomir Štruc Julian Fierrez Naser Damer 136 81 0 01 May 2023
Identity-driven Three-Player Generative Adversarial Network for Synthetic-based Face Recognition Jan Niklas Kolf Tim Rieber Jurek Elliesen Fadi Boutros Arjan Kuijper Naser Damer 57 25 0 30 Apr 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 80 22 0 05 Mar 2023
Unsupervised Face Recognition using Unlabeled Synthetic Data Fadi Boutros Marcel Klemt Meiling Fang Arjan Kuijper Naser Damer CVBM 70 33 0 14 Nov 2022
AI-Based Emotion Recognition: Promise, Peril, and Prescriptions for Prosocial Path S. Latif Hafiz Shehbaz Ali Muhammad Usama R. Rana Björn Schuller Junaid Qadir 82 15 0 14 Nov 2022
QuantFace: Towards Lightweight Face Recognition by Synthetic Data Low-bit Quantization Fadi Boutros Naser Damer Arjan Kuijper CVBM MQ 71 38 0 21 Jun 2022
Demographic Fairness in Biometric Systems: What do the Experts say? Christian Rathgeb P. Drozdowski Naser Damer Dinusha Frings Christoph Busch FaML 91 23 0 31 May 2021