DocumentCode
3222721
Title
Semantic Analysis and Video Event Mining in Sports Video
Author
Deng, Lawrence Y. ; Liu, Yi-Jen
Author_Institution
St. John´´s Univ., Taipei
fYear
2008
fDate
25-28 March 2008
Firstpage
1517
Lastpage
1522
Abstract
Video understanding is a gigantic potential for effective access the video content through content management system. Related technologies for to analysis and make event mining in video content processing issues are become more and more important. In this paper, we developed a shot ontology description based for the basketball video. Shot ontology is inferred by shot manipulations those included: shot detection, shot type classification, score board detection and motion statistics .This video content management system provided event feature manipulations at multiple levels: signal, structural, or semantic in order to meet user preferences while striking the overall utility of the video. The experiment results showed that our proposed methodologies could correctly detect interested events, long shots, and close-up shots and also achieved the purpose of video indexing and weaving for what user preferences.
Keywords
content management; data mining; indexing; ontologies (artificial intelligence); sport; video signal processing; basketball video; motion statistics; score board detection; semantic analysis; shot detection; shot ontology description; shot type classification; sports video; user preferences; video content management system; video content processing; video event mining; video indexing; video understanding; video weaving; Books; Content based retrieval; Content management; Event detection; Gunshot detection systems; Image retrieval; Indexing; Information retrieval; MPEG 4 Standard; Ontologies;
fLanguage
English
Publisher
ieee
Conference_Titel
Advanced Information Networking and Applications - Workshops, 2008. AINAW 2008. 22nd International Conference on
Conference_Location
Okinawa
Print_ISBN
978-0-7695-3096-3
Type
conf
DOI
10.1109/WAINA.2008.167
Filename
4483135
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