Learning predictable binary codes for face indexing

Ran He, Yinghao Cai, Tieniu Tan, Larry S. Davis

Abstract: Highlights•Discussing the ‘predictability’ of binary codes for face indexing.•A non-convex combinatorial optimization problem solved with EM method.•Applying CNN to learn a deep face representation.•Achieving state-of-the-art results on the YouTube Celebrities dataset.