Synthetic Data for Face Recognition: Current State and Future Prospects

Synthetic Data for Face Recognition: Current State and Future Prospects

1 May 2023

Julian Fierrez

Naser Damer

Papers citing "Synthetic Data for Face Recognition: Current State and Future Prospects"

17 / 17 papers shown

Title
ID-Booth: Identity-consistent Face Generation with Diffusion Models Darian Tomašević Fadi Boutros Chenhao Lin Naser Damer Vitomir Štruc Peter Peer DiffM 64 1 0 10 Apr 2025
VariFace: Fair and Diverse Synthetic Dataset Generation for Face Recognition Michael Yeung Toya Teramoto Songtao Wu Tatsuo Fujiwara Kenji Suzuki Tamaki Kojima 101 0 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 100 2 0 02 Dec 2024
FRoundation: Are Foundation Models Ready for Face Recognition? Tahar Chettaoui Naser Damer Fadi Boutros CVBM 46 5 0 31 Oct 2024
SynMorph: Generating Synthetic Face Morphing Dataset with Mated Samples Haoyu Zhang Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 50 2 0 09 Sep 2024
CLIP4Sketch: Enhancing Sketch to Mugshot Matching through Dataset Augmentation using Diffusion Models Kushal Kumar Jain Steven A. Grosz A. Namboodiri Anil K. Jain DiffM 55 2 0 02 Aug 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 54 19 0 06 Apr 2024
Multi-Task Faces (MTF) Data Set: A Legally and Ethically Compliant Collection of Face Images for Various Classification Tasks Rami Haffar David Sánchez J. Domingo-Ferrer CVBM 40 0 0 20 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 52 13 0 07 Nov 2023
Face Presentation Attack Detection by Excavating Causal Clues and Adapting Embedding Statistics Meiling Fang Naser Damer CVBM 37 4 0 28 Aug 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 39 17 0 11 Jul 2023
Face Recognition Using Synthetic Face Data Omer Granoviter Alexey Gruzdev V. Loginov Max Kogan Orly Zvitia 67 1 0 17 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 26 23 0 30 Apr 2023
SynthASpoof: Developing Face Presentation Attack Detection Based on Privacy-friendly Synthetic Data Meiling Fang Marco Huber Naser Damer AAML 54 21 0 05 Mar 2023
GAN-Control: Explicitly Controllable GANs Alon Shoshan Nadav Bhonker Igor Kviatkovsky Gérard Medioni CVBM 157 134 0 07 Jan 2021
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 388 10,425 0 12 Dec 2018
Pixel Recurrent Neural Networks Aaron van den Oord Nal Kalchbrenner Koray Kavukcuoglu SSeg GAN 275 2,554 0 25 Jan 2016