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This paper proposes a single generic real-time (or near real-time) play-break event detection algorithm for multiple sports, which include football, tennis, basketball, and soccer. The proposed algorithm only uses shot-based generic cinematic features, such as shot type and shot length. Detected play-break events are employed for two purposes: 1) All plays in certain sports, such as football and tennis, are presented as summaries, and 2) Play-break events, as part of a hierarchical eventdoi:10.1109/icme.2003.1220881 dblp:conf/icmcs/EkinT03 fatcat:rv5beszs2va2pdcu26r2cttoeu