Facial hair area in face recognition across demographics: Small size, big effect

H Wu, S Tian, A Bhatta, K Öztürk… - Proceedings of the …, 2024 - openaccess.thecvf.com
Observed variations in face recognition accuracy across demographics, often viewed as"
bias", have motivated research into the causes of such variations. Variations in facial …

CRAFT: Contextual Re-Activation of Filters for face recognition Training

A Bhatta, D Mery, H Wu, KW Bowyer - arXiv preprint arXiv:2312.00072, 2023 - arxiv.org
The first layer of a deep CNN backbone applies filters to an image to extract the basic
features available to later layers. During training, some filters may go inactive, mean ing all …

Revisiting Linearization of Spatial Maps in SoTA Face Recognition Backbone

A Bhatta, H Wu, K Ozturk… - 2024 IEEE International …, 2024 - ieeexplore.ieee.org
The prevailing approach in face recognition is to specialize a deep network for general
computer vision to the face recognition task. ResNet being specialized for use as the …