Content-based video retrieval: Three example systems from TRECVid

doi:10.1002/ima.20150

	Content-based video retrieval: Three example systems from TRECVid
	Smeaton, Alan F.1; Wilkins, Peter 1; Worring, Marcel 2; de Rooij, Ork 2; Chula, Tat-Seng 3; Luan, Huanbo 4
	2008
发表期刊	INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY
ISSN	0899-9457
卷号	18 期号:2-3 页码:195-201
摘要	The growth in available online video material over the Internet is generally combined with user-assigned tags or content description, which is the mechanism by which we then access such video. However, user-assigned tags have limitations for retrieval and often we want access where the content of the video itself is directly matched against a user's query rather than against some manually assigned surrogate tag. Content-based video retrieval techniques are not yet scalable enough to allow interactive searching on Internet-scale, but the techniques are proving robust and effective for smaller collections. In this article, we show three exemplar systems which demonstrate the state of the art in interactive, content-based retrieval of video shots, and these three are just three of the more than 20 systems developed for the 2007 iteration of the annual TRECVid benchmarking activity. The contribution of our article is to show that retrieving from video using content-based methods is now viable, that it works, and that there are many systems which now do this, such as the three outlined herein. These systems, and others can provide effective search on hundreds of hours of video content and are samples of the kind of content-based search functionality we can expect to see on larger video archives when issues of scale are addressed. (c) 2008 Wiley Periodicals, Inc.
关键词	video retrieval
DOI	10.1002/ima.20150
收录类别	SCI
语种	英语
资助项目	Science Foundation Ireland[03/IN.3/1361]
WOS研究方向	Engineering ; Optics ; Imaging Science & Photographic Technology
WOS类目	Engineering, Electrical & Electronic ; Optics ; Imaging Science & Photographic Technology
WOS记录号	WOS:000258742200013
出版者	WILEY-BLACKWELL
引用统计	被引频次：12[WOS] [WOS记录] [WOS相关记录]
文献类型	期刊论文
条目标识符	http://119.78.100.204/handle/2XEOYT63/11095
专题	中国科学院计算技术研究所期刊论文_英文
通讯作者	Smeaton, Alan F.
作者单位	1.Dublin City Univ, Ctr Digital Video Proc & Adapt Informat Cluster, Dublin 9, Ireland 2.Univ Amsterdam, Intelligent Syst Lab Amsterdam, NL-1098 Amsterdam, Netherlands 3.Natl Univ Singapore, Sch Comp, Singapore 117548, Singapore 4.Chinese Acad Sci, Inst Comp Technol, Beijing 100864, Peoples R China
推荐引用方式 GB/T 7714	Smeaton, Alan F.,Wilkins, Peter,Worring, Marcel,et al. Content-based video retrieval: Three example systems from TRECVid[J]. INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,2008,18(2-3):195-201.
APA	Smeaton, Alan F.,Wilkins, Peter,Worring, Marcel,de Rooij, Ork,Chula, Tat-Seng,&Luan, Huanbo.(2008).Content-based video retrieval: Three example systems from TRECVid.INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY,18(2-3),195-201.
MLA	Smeaton, Alan F.,et al."Content-based video retrieval: Three example systems from TRECVid".INTERNATIONAL JOURNAL OF IMAGING SYSTEMS AND TECHNOLOGY 18.2-3(2008):195-201.