A steady method of video shots classification

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	A steady method of video shots classification
	Jiang, Haina1 ; Xia, Xiquan1 ; Pang, Shangzhen 2
	2012-03-01
发表期刊	Journal of Computational Information Systems
ISSN	1553-9105
卷号	8 期号:3 页码:983-990
摘要	Videos are carriers of large amount of information. To facilitate in well indexing, browsing and retrieving video content, video shots classification is urgent. In this paper, edge features are firstly extracted by wavelet, which can not only reduce amount of shots data but also preserve the important structural properties of shots. Moreover, to reflect local properties of shots, ratio of edge pixels in each sub-window is calculated. And then, color moments are computed to reduce loss of global properties, which can assist edge features in well indexing shots. Finally, support vector machine (SVM), which has a very good performance on small amount of samples, is employed to classify shots. Experimental results verify that this method can efficiently and steadily classify video shots. 1553-9105/Copyright © 2012 Binary Information Press.
关键词	Indexing (of information) Support vector machines Video signal processing Amount of information Color moments Edge features Edge pixels Global properties Local property Shots Support vector machine (SVM) Video contents Video shots Wavelet
收录类别	EI
语种	英语
出版者	Binary Information Press, P.O. Box 162, Bethel, CT 06801-0162, United States
EI入藏号	20121314906724
EI分类号	716.4 Television Systems and Equipment ; 723 Computer Software, Data Handling and Applications ; 903.1 Information Sources and Analysis
原始文献类型	Journal article (JA)
文献类型	期刊论文
条目标识符	https://ir.cqcet.edu.cn/handle/39TD4454/2957
专题	通信工程学院电子与物联网学院
作者单位	1.Chongqing College of Electronic Engineering, Chongqing 401331, China; 2.Sichuan University of Science and Engineering, Sichuan 643000, China
第一作者单位	重庆电子科技职业大学
推荐引用方式 GB/T 7714	Jiang, Haina,Xia, Xiquan,Pang, Shangzhen. A steady method of video shots classification[J]. Journal of Computational Information Systems,2012,8(3):983-990.
APA	Jiang, Haina,Xia, Xiquan,&Pang, Shangzhen.(2012).A steady method of video shots classification.Journal of Computational Information Systems,8(3),983-990.
MLA	Jiang, Haina,et al."A steady method of video shots classification".Journal of Computational Information Systems 8.3(2012):983-990.