Racial bias within face recognition: A survey

S Yucer, F Tektas, N Al Moubayed… - ACM Computing Surveys, 2024 - dl.acm.org
Facial recognition is one of the most academically studied and industrially developed areas
within computer vision where we readily find associated applications deployed globally. This …

Statistical Methods for Testing Equity of False Non Match Rates Across Multiple Demographic Groups

M Schuckers, K Fatima, S Purnapatra… - … Conference of the …, 2023 - ieeexplore.ieee.org
Biometric recognition is used for a variety of applications including authentication, identity
proofing, and border security. One recent focus of research and development has been …

[PDF][PDF] Racial Bias within Face Recognition: A Survey

F TEKTAS, N AL MOUBAYED… - arXiv preprint arXiv …, 2023 - academia.edu
Facial recognition is one of the most academically studied and industrially developed areas
within computer vision where we readily find associated applications deployed globally. This …

Gone With the Bits: Benchmarking Bias in Facial Phenotype Degradation Under Low-Rate Neural Compression

T Qiu, A Nichani, R Tadayon, H Jeong - ICML 2024 Next Generation of AI … - openreview.net
In this study, we investigate how facial phenotypes are distorted under neural image
compression and the disparity of this distortion across racial groups. Neural compression …

Statistical Methods for Testing Equity of False Non Match Rates across Multiple Demographic Groups

KF Michael Schuckers - 2023 - dl.gi.de
Biometric recognition is used for a variety of applications including authentication, identity
proofing, and border security. One recent focus of research and development has been …