Racial Bias within Face Recognition: A Survey

Racial Bias within Face Recognition: A Survey

1 May 2023

Noura Al Moubayed

Papers citing "Racial Bias within Face Recognition: A Survey"

10 / 10 papers shown

Title
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Z. Li Yang Zhang Dong Wang CVBM 42 0 0 03 May 2025
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics Seyma Yucer Amir Atapour-Abarghouei Noura Al Moubayed T. Breckon CVBM 26 1 0 29 Mar 2024
What's color got to do with it? Face recognition in grayscale Aman Bhatta Domingo Mery Haiyu Wu Joyce Annan Micheal C. King Kevin W. Bowyer CVBM 32 3 0 11 Sep 2023
Are Commercial Face Detection Models as Biased as Academic Models? Samuel Dooley George Z. Wei Tom Goldstein John P. Dickerson CVBM 19 4 0 25 Jan 2022
One Label, One Billion Faces: Usage and Consistency of Racial Categories in Computer Vision Zaid Khan Y. Fu 141 51 0 03 Feb 2021
Improving the Fairness of Deep Generative Models without Retraining Shuhan Tan Yujun Shen Bolei Zhou 175 59 0 09 Dec 2020
Auditing ML Models for Individual Bias and Unfairness Songkai Xue Mikhail Yurochkin Yuekai Sun MLAU 32 22 0 11 Mar 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 120 200 0 05 Mar 2020
Diversity and Inclusion Metrics in Subset Selection Margaret Mitchell Dylan K. Baker Nyalleng Moorosi Emily L. Denton Ben Hutchinson A. Hanna Timnit Gebru Jamie Morgenstern FaML 145 85 0 09 Feb 2020
A Survey on Bias and Fairness in Machine Learning Ninareh Mehrabi Fred Morstatter N. Saxena Kristina Lerman Aram Galstyan SyDa FaML 294 4,187 0 23 Aug 2019