Demographic Effects in Facial Recognition and Their Dependence on Image Acquisition: An Evaluation of Eleven Commercial Systems. - Cynthia M. Cook; John J. Howard; Yevgeniy B. Sirotin; Jerry L. Tipton; Arun R. Vemury (IEEE Trans. Biom. Behav. Identity Sci., 2019)

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; Arun R. Vemury (CoRR, 2020)

Reliability and Validity of Image-Based and Self-Reported Skin Phenotype Metrics. - John J. Howard; Yevgeniy B. Sirotin; Jerry L. Tipton; Arun R. Vemury (IEEE Trans. Biom. Behav. Identity Sci., 2021)

Evaluating Proposed Fairness Models for Face Recognition Algorithms. - John J. Howard; Eli J. Laird; Rebecca E. Rubin; Yevgeniy B. Sirotin; Jerry L. Tipton; Arun R. Vemury (ICPR Workshops (1), 2022)

Colorimetric skin tone scale for improved accuracy and reduced perceptual bias of human skin tone annotations. - Cynthia M. Cook; John J. Howard; Laura R. Rabbitt; Isabelle M. Shuggi; Yevgeniy B. Sirotin; Jerry L. Tipton; Arun R. Vemury (CoRR, 2024)

Performance Differentials in Deployed Biometric Systems Caused by Open-Source Face Detectors. - Cynthia M. Cook; Laurie Cuffney; John J. Howard; Yevgeniy B. Sirotin; Jerry L. Tipton; Arun R. Vemury (FAccT, 2025)