1. A system to track multiple individuals in video content, the system comprising: an auto-initialization module to detect a candidate region for a new face in a frame of the video content; a hierarchical verification module to generate a confidence level for the candidate region; and a multi-cue tracking module to use a plurality of visual cues to track previous candidate regions with confidence levels, generated by the hierarchical verification module, that exceeded a threshold value.