Ethics-aware face recognition aided by synthetic face images

Xiaobiao Du, Xin Yu, Jinhui Liu, Beifen Dai, Feng Xu

Abstract: Highlights•We develop a race-controllable face synthesis network (RCFS) to generate face images.•Specifically, we firstly leverage the decoder of FRD to produce a face representation.•Our RCFS takes as input the generated face representation and facial attributes.•Our proposed RCFS can be utilized to synthesize images with desired race ratios.