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Salient object extraction for user-targeted video content association

文献类型：期刊论文

作者Li, Jia1,3; Yu, Han-nan2; Tian, Yong-hong2; Huang, Tie-jun2; Gao, Wen2,3
刊名JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS
出版日期2010-11-01
卷号11期号:11页码:850-859
关键词Salient object extraction User-targeted video content association Complementary saliency maps
ISSN号1869-1951
DOI10.1631/jzus.C1001004
英文摘要The increasing amount of videos on the Internet and digital libraries highlights the necessity and importance of interactive video services such as automatically associating additional materials (e. g., advertising logos and relevant selling information) with the video content so as to enrich the viewing experience. Toward this end, this paper presents a novel approach for user-targeted video content association (VCA). In this approach, the salient objects are extracted automatically from the video stream using complementary saliency maps. According to these salient objects, the VCA system can push the related logo images to the users. Since the salient objects often correspond to important video content, the associated images can be considered as content-related. Our VCA system also allows users to associate images to the preferred video content through simple interactions by the mouse and an infrared pen. Moreover, by learning the preference of each user through collecting feedbacks on the pulled or pushed images, the VCA system can provide user-targeted services. Experimental results show that our approach can effectively and efficiently extract the salient objects. Moreover, subjective evaluations show that our system can provide content-related and user-targeted VCA services in a less intrusive way.
资助项目CADAL Project ; National Natural Science Foundation of China[60973055] ; National Natural Science Foundation of China[90820003]
WOS研究方向Computer Science ; Engineering
语种英语
WOS记录号WOS:000285586900004
出版者ZHEJIANG UNIV
源URL[http://119.78.100.204/handle/2XEOYT63/11945]  
专题中国科学院计算技术研究所期刊论文_英文
通讯作者Tian, Yong-hong
作者单位1.Chinese Acad Sci, Grad Univ, Beijing 100049, Peoples R China
2.Peking Univ, Sch EE & CS, Natl Engn Lab Video Technol, Beijing 100871, Peoples R China
3.Chinese Acad Sci, Inst Comp Technol, Key Lab Intelligent Informat Proc, Beijing 100190, Peoples R China
推荐引用方式
GB/T 7714		 Li, Jia,Yu, Han-nan,Tian, Yong-hong,et al. Salient object extraction for user-targeted video content association[J]. JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS,2010,11(11):850-859.
APA Li, Jia,Yu, Han-nan,Tian, Yong-hong,Huang, Tie-jun,&Gao, Wen.(2010).Salient object extraction for user-targeted video content association.JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS,11(11),850-859.
MLA Li, Jia,et al."Salient object extraction for user-targeted video content association".JOURNAL OF ZHEJIANG UNIVERSITY-SCIENCE C-COMPUTERS & ELECTRONICS 11.11(2010):850-859.

入库方式： OAI收割

来源：计算技术研究所

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