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

Kagan Ozturk, Haiyu Wu, Kevin W. Bowyer

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…