Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces

20 May 2025

Papers citing "Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces"

13 / 13 papers shown

Title
Examining Pathological Bias in a Generative Adversarial Network Discriminator: A Case Study on a StyleGAN3 Model Alvin Grissom II Ryan F. Lei Matt Gusdorff Jeova Farias Sales Rocha Neto Bailey Lin Ryan Trotter GAN 91 0 0 15 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
Benchmarking Algorithmic Bias in Face Recognition: An Experimental Approach Using Synthetic Faces and Human Evaluation Hao Liang Pietro Perona Guha Balakrishnan CVBM 62 15 0 10 Aug 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
Studying Bias in GANs through the Lens of Race V. Maluleke Neerja Thakkar Tim Brooks Ethan Weber Trevor Darrell Alexei A. Efros Angjoo Kanazawa Devin Guillory 107 36 0 06 Sep 2022
Evaluating Proposed Fairness Models for Face Recognition Algorithms John J. Howard Eli J. Laird Yevgeniy B. Sirotin Rebecca E. Rubin Jerry L. Tipton A. Vemury CVBM 61 24 0 09 Mar 2022
Third Time's the Charm? Image and Video Editing with StyleGAN3 Yuval Alaluf Or Patashnik Zongze Wu Asif Zamir Eli Shechtman Dani Lischinski Daniel Cohen-Or DiffM VGen 76 70 0 31 Jan 2022
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 165 28 0 21 Oct 2021
Alias-Free Generative Adversarial Networks Tero Karras M. Aittala S. Laine Erik Härkönen Janne Hellsten J. Lehtinen Timo Aila GAN 255 1,605 0 23 Jun 2021
Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms John J. Howard Yevgeniy B. Sirotin Jerry L. Tipton A. Vemury CVBM 44 11 0 15 Oct 2020
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias? J. G. Cavazos P. Phillips Carlos D. Castillo Alice J. OrToole CVBM 67 168 0 16 Dec 2019
Interpreting the Latent Space of GANs for Semantic Face Editing Yujun Shen Jinjin Gu Xiaoou Tang Bolei Zhou CVBM GAN 129 1,127 0 25 Jul 2019
A Style-Based Generator Architecture for Generative Adversarial Networks Tero Karras S. Laine Timo Aila 794 10,625 0 12 Dec 2018