Title :
Soccer replay detection using scene transition structure analysis
Author :
Wang, Jinjun ; Chng, Engsiong ; Xu, Changsheng
Author_Institution :
Inst. for Infocomm Res., Singapore, Singapore
Abstract :
Replay scene detection is a useful technique for content based sports video analysis. Most current researchers try to find suitable visual and/or compressed domain features to detect the replay scene from a broadcast video. We present a novel approach using context information from the concurrence of replay and other types of shots to detect the replay scenes. We first perform a shot classification and then a scene transition structure analysis on the generated shot label sequence to extract the replay scene. The proposed model is computationally fast and some promising results were obtained.
Keywords :
feature extraction; image classification; sport; video signal processing; broadcast video; compressed domain features; content based sports video analysis; context information; replay scene detection; scene transition structure analysis; shot classification; soccer replay detection; visual features; Broadcasting; Computational modeling; Computer vision; Data mining; Gunshot detection systems; Information analysis; Layout; Multimedia communication; Performance analysis; Video compression;
Conference_Titel :
Acoustics, Speech, and Signal Processing, 2005. Proceedings. (ICASSP '05). IEEE International Conference on
Print_ISBN :
0-7803-8874-7
DOI :
10.1109/ICASSP.2005.1415434