Learning Face Recognition Unsupervisedly by Disentanglement and Self-Augmentation

Yi-Lun Lee,Min-Yuan Tseng,Yu-Cheng Luo,Dung-Ru Yu,Wei-Chen Chiu,Yi-Lun Lee,Min-Yuan Tseng,Yu-Cheng Luo,Dung-Ru Yu,Wei-Chen Chiu

As the growth of smart home, healthcare, and home robot applications, learning a face recognition system which is specific for a particular environment and capable of self-adapting to the temporal changes in appearance (e.g., caused by illumination or camera position) is nowadays an important topic. In this paper, given a video of a group of people, which simulates the surveillance video in a smar...