Balancing the brightness of face images within a pair reduces the Caucasian vs African American female gap in face recognition similarity scores by up to 57.6%.
Accuracy comparison across face recognition algorithms: Where are we on measuring race bias? IEEE Transactions on Biomet- rics, Behavior, and Identity Science , 3(1):101–111,
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Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition
Balancing the brightness of face images within a pair reduces the Caucasian vs African American female gap in face recognition similarity scores by up to 57.6%.