This lecture overviews that has many applications in Human-centered Computing, Image and Video Analysis, Surveillance and Social Media Analytics. It covers the following topics in detail: Face recognition/identification. Face verification. Performance evaluation. Traditional face recognition methods (subspace, EGM). DNN face recognition. Facial label propagation.