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Landmark Summarization With Diverse Viewpoints
Qian X.1; Xue Y.1; Yang X.1; Tang Y.Y.3; Hou X.1; Mei T.2
2015-11-01
Source PublicationIEEE Transactions on Circuits and Systems for Video Technology
ISSN10518215
Volume25Issue:11Pages:1857-1869
AbstractLandmark summarization with diverse viewpoints is very important in landmark retrieval, as it can create a comprehensive description of a landmark for users. In this paper we present an approach for summarizing a collection of landmark images from diverse viewpoints. First, we group landmark images with content overlap by viewpoint album (VA) generation. Second, we model the relative viewpoint of each image within the VA based on the spatial layout of distinctive descriptors of a landmark. Third, we express the relative viewpoint of an image with a 4-D viewpoint vector, including horizontal, vertical, scale, and rotation. Finally, we summarize the landmarks in terms of viewpoints. Experimental results show the effectiveness of the proposed landmark summarization approach.
Keywordgeometric consistency check landmark retrieval viewpoint modeling Visual summarization
DOI10.1109/TCSVT.2014.2369731
URLView the original
Language英語
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Cited Times [WOS]:9   [WOS Record]     [Related Records in WOS]
Document TypeJournal article
CollectionUniversity of Macau
Affiliation1.Xi'an Jiaotong University
2.Microsoft Research
3.Universidade de Macau
Recommended Citation
GB/T 7714
Qian X.,Xue Y.,Yang X.,et al. Landmark Summarization With Diverse Viewpoints[J]. IEEE Transactions on Circuits and Systems for Video Technology,2015,25(11):1857-1869.
APA Qian X.,Xue Y.,Yang X.,Tang Y.Y.,Hou X.,&Mei T..(2015).Landmark Summarization With Diverse Viewpoints.IEEE Transactions on Circuits and Systems for Video Technology,25(11),1857-1869.
MLA Qian X.,et al."Landmark Summarization With Diverse Viewpoints".IEEE Transactions on Circuits and Systems for Video Technology 25.11(2015):1857-1869.
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