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《Transactions of Beijing Institute of Technology》 2006-01
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Support Vector Machine(SVM) Meta Classifier Based Sport Video Classification

ZHANG Long-fei~1,CAO Yuan-da~1,ZHOU Yi-hua~1,LI Jian~2 (1.School of Computer Science and Technology,Beijing Institute of Technology,Beijing 100081,China;2.Department of Computer Science,Beijing University of Post and Telecommunication,Beijing 100876,China)  
A novel SVM meta classifier based sport video classification algorithm is presented to bridge the low level feature and high level semantic feature.Domain knowledge rules are exploited to extract features semantically.Meta classifiers classify the video clips with combination strategies.The experimental results showed that the algorithm can be used in almost all sports video classification,and have better performance than other non-semantic associate classification algorithms with an accuracy attaining 92.23%.
【CateGory Index】: TP391.41
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【References】
Chinese Journal Full-text Database 2 Hits
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【Citations】
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1 ZHANG Long-fei, CAO Yuan-da, ZHOU Yi-hua(Dept. of Computer Science and Engineering,Beijing Institute of Technology, Beijing 100081,China);Object Tracking Based Video Parsing[J];Journal of Sichuan University (Natural Science Edition);2005-02
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【Co-citations】
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1 Bu Qingkai Hu Aiqun(School of Information Science and Engineering,Southeast University,Nanjing 210096,China);Novel approach of shot boundary detection and static video abstract extraction for video flow[J];Journal of Southeast University(Natural Science Edition);2007-04
2 GAO Wen1, HUANG Qing-ming1,2, JIANG Shu-qiang1, ZHANG Peng1 (1Institute of Computing Technology, Chinese Academy of Sciences, Beijing 100080, China) (2Graduate School, Chinese Academy of Sciences, Beijing 100039, China);Sports video summarization and adaptation for application in mobile communication[J];浙江大学学报A(应用物理及工程版)(英文版);2006-05
【Co-references】
Chinese Journal Full-text Database 5 Hits
1 CAO Jian-rong~(1,2),CAI An-ni~1(1.School of Telecommunication Engineering,Beijing University of Posts and Telecommunications,Beijing 100876,China;2.School of Information and Electrical Engineering,Shandong Jianzhu University,Jinan 250101,China);Semantic Video Summarization Based on Support Vector Machine[J];Journal of Beijing University of Posts and Telecommunications;2006-04
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3 YANG Qiang1,2,HUANG Di-long2,MA Sen1(1.Dept.of Computer,Yibin University,Yibin 644007,China;2.College of Information Engineering,Chengdu University of Technology,Chengdu 610059,China);The Method of Character-semantic Distilling in Content-based Video Retrieval[J];Journal of University of Science and Technology of Suzhou(Engineering and Technology);2006-04
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【Secondary Citations】
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