Title :
Replay boundary detection in MPEG compressed video
Author :
Ouyang, Jian-Quan ; Li, Jin-Tao ; Zhang, Yong-Dong
Author_Institution :
Inst. of Comput. Technol., Chinese Acad. of Sci., Beijing, China
Abstract :
With the large amounts of digital sports video increasing day-by-day, effectively analyzing sports video content has become more and more important. In sports video, replay scene often represents the highlight or interesting event of the video. The detection of replay boundary in the sports video is an important step in analyzing sports video content. In this paper, we present a model of replay boundary detection, and we address a new technique of identifying the replay boundary directly from MPEG compressed domain. It uses MPEG feature including macroblock and motion vector that is easy extract from MPEG video, then applies the rule of macroblock and motion vector to the detection of replay boundary. For working on features directly from the MPEG compressed domain, it performs faster than real time decoding. The experiment results show our model-free method is effective and low complex.
Keywords :
edge detection; feature extraction; image motion analysis; sport; video databases; MPEG compressed video; MPEG feature; Moving Picture Experts Group; digital sports video; feature extraction; image motion analysis; macroblock; model free method; motion vector; real time decoding; replay boundary detection; replay scene; video databases; Decoding; Event detection; Fans; Games; Image coding; Information analysis; Layout; Motion detection; Transform coding; Video compression;
Conference_Titel :
Machine Learning and Cybernetics, 2003 International Conference on
Print_ISBN :
0-7803-8131-9
DOI :
10.1109/ICMLC.2003.1260028