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Please use this identifier to cite or link to this item: https://doi.org/10.1016/j.ins.2011.05.018
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dc.titleVisionGo: Towards video retrieval with joint exploration of human and computer
dc.contributor.authorLuan, H.
dc.contributor.authorZheng, Y.-T.
dc.contributor.authorWang, M.
dc.contributor.authorChua, T.-S.
dc.date.accessioned2013-07-04T07:48:41Z
dc.date.available2013-07-04T07:48:41Z
dc.date.issued2011
dc.identifier.citationLuan, H., Zheng, Y.-T., Wang, M., Chua, T.-S. (2011). VisionGo: Towards video retrieval with joint exploration of human and computer. Information Sciences 181 (19) : 4197-4213. ScholarBank@NUS Repository. https://doi.org/10.1016/j.ins.2011.05.018
dc.identifier.issn00200255
dc.identifier.urihttp://scholarbank.nus.edu.sg/handle/10635/39749
dc.description.abstractThis paper introduces an effective interactive video retrieval system named VisionGo. It jointly explores human and computer to accomplish video retrieval with high effectiveness and efficiency. It assists the interactive video retrieval process in different aspects: (1) it maximizes the interaction efficiency between human and computer by providing a user interface that supports highly effective user annotation and an intuitive visualization of retrieval results; (2) it employs a multiple feedback technique that assists users in choosing proper method to enhance relevance feedback performance; and (3) it facilitates users to assess the retrieval results of motion-related queries by using motion-icons instead of static keyframes. Experimental results based on over 160 h of news video shows demonstrate the effectiveness of the VisionGo system. © 2011 Elsevier Inc. All rights reserved.
dc.description.urihttp://libproxy1.nus.edu.sg/login?url=http://dx.doi.org/10.1016/j.ins.2011.05.018
dc.sourceScopus
dc.subjectActive learning
dc.subjectInteractive video retrieval
dc.subjectRelevance feedback
dc.typeArticle
dc.contributor.departmentCOMPUTER SCIENCE
dc.description.doi10.1016/j.ins.2011.05.018
dc.description.sourcetitleInformation Sciences
dc.description.volume181
dc.description.issue19
dc.description.page4197-4213
dc.description.codenISIJB
dc.identifier.isiut000293304600009
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