Can the accuracy bias by facial hairstyle be reduced through balancing the training data?

K Ozturk, H Wu, KW Bowyer - Proceedings of the IEEE/CVF …, 2024 - openaccess.thecvf.com
Appearance of a face can be greatly altered by growing a beard and mustache. The facial
hairstyles in a pair of images can cause marked changes to the impostor distribution and the …

Recognition Performance Variation Across Demographic Groups Through the Eyes of Explainable Face Recognition

M Huber, AT Luu, N Damer - 2024 IEEE 18th International …, 2024 - ieeexplore.ieee.org
Face recognition systems are susceptible to differences in performance across demographic
or non-demographic groups. However, the understanding of the behavior of face recognition …