Summarization of video content, including sumo, may be achieved by identifying a plurality of segments of a video based upon an event that is characterized by a start time of sumo and an end time. One appropriate start time of an event may be sumo wrestlers'initial charge towards one another. One appropriate end time may be when one wrestler wins the match. The summarization of the video includes the plurality of segments, where the summarization includes fewer frames than the video.