no code implementations • 14 Apr 2023 • Gabriella Pangelinan, K. S. Krishnapriya, Vitor Albiero, Grace Bezold, Kai Zhang, Kushal Vangara, Michael C. King, Kevin W. Bowyer
In recent years, media reports have called out bias and racism in face recognition technology.
3 code implementations • 4 Jun 2022 • Haiyu Wu, Vítor Albiero, K. S. Krishnapriya, Michael C. King, Kevin W. Bowyer
This is the first work that we are aware of to explore how the level of brightness of the skin region in a pair of face images (rather than a single image) impacts face recognition accuracy, and to evaluate this as a systematic factor causing unequal accuracy across demographics.