1. In a computing environment, a method performed at least in part on at least one processor, comprising, receiving face detection data corresponding to a face detected in an input video frame, matching the face detection data against face identification data maintained in a face gallery to recognize the face in the input video frame, and generating metadata that associates the video frame and the face with the face identification data.