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Title: Layout-expectation-based model for image search re-ranking
Authors: Jin, Bin
Lin, Weiyao
Wu, Jianxin
Wu, Tianhao
Huang, Jun
Zhang, Chongyang
Keywords: DRNTU::Engineering::Computer science and engineering
Issue Date: 2012
Abstract: In this paper, a new algorithm is proposed for image re-ranking in Web search applications. The proposed algorithm introduces a new layout expectation model for improving the image search results. The motivation for using the expectation model is that users may often have potential expectations about the desired image during the search process. By including the layout expectation model to describe users' expectation on image layouts, the re-ranked search results can become more satisfactory to users. Experimental results demonstrate that our proposed algorithm can significantly improve the re-ranking precision compared with the state-of-the-art algorithms.
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Fulltext Availability: No Fulltext
Appears in Collections:SCSE Conference Papers

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