1. A method for content based video sequence identification comprising: determining active regions in frames of a video sequence; selecting a set of video frames in response to temporal statistical characteristics of the determined active regions; extracting spatial video features from the selected video frames; and generating multi-dimensional content based signatures based on the extracted video features that identify the video sequence.