Enhanced Sparse Coding Technique For Top Image List
Journal Title: International Journal of Research in Computer and Communication Technology - Year 2015, Vol 4, Issue 12
Abstract
Image reranking is successful for enhancing the execution of a content based picture seek. Be that as it may, existing reranking algorithms are constrained for two principle reasons: 1) the literary meta-information connected with pictures is frequently jumbled with their real visual substance and 2) the extricated visual components don't precisely depict the semantic similarities between images. As of late, client click data has been utilized as a part of picture reranking, in light of the fact that snaps have been appeared to all the more precisely portray the significance of recovered pictures to hunt inquiries. In any case, a basic issue for snap based strategies is the absence of snap information, since just a little number of web pictures have really been tapped on by clients. Consequently, we mean to take care of this issue by foreseeing picture clicks. We propose a multimodal hyper graph learning-based meager coding system for image click expectation, and apply the got click information to the reranking of images.
Authors and Affiliations
Santhosh Kumar, M. Uma Devi, K. NagaBhargavi
Keywords
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