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International Journal of Computer Engineering in Research Trends. Scholarly, Peer-Reviewed,Open Access and Multidisciplinary

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Augmenting Image Re-Ranking Using Semantic Signatures

Mubasheera Tazeen, G.Somasekhar, Dr.S.Prem Kumar, ,
(M.Tech), CSE
Assistant Professor, Department of Computer Science and Engineering
Professor & HOD, Department of computer science and engineering, G.Pullaiah College of Engineering and Technology, Kurnool, Andhra Pradesh, India.

Nowadays, Image re-ranking, as an effective way to improve the results of web-based image search. In this paper, a new technique is proposed for web-scale image re-ranking. The mentioned technique is very useful in giving specific results to users in just one click. In this, different semantic spaces for different query keywords can be found offline independently and automatically. Semantic signatures of the images are acquired by projecting their visual features into their related semantic spaces and these semantic signatures are compacted using Hashing techniques At the online stage, images are reranked by comparing their semantic signatures obtained from the visual semantic space specified by the query keyword.

Mubasheera Tazeen,G.Somasekhar,Dr.S.Prem Kumar."Augmenting Image Re-Ranking Using Semantic Signatures". International Journal of Computer Engineering In Research Trends (IJCERT) ,ISSN:2349-7084 ,Vol.2, Issue 09,pp.608-611, SEPTEMBER - 2015, URL :,

Keywords : Image re-ranking, query keyword, query image, keyword expansion, visual query expansion, image search, semantic space, semantic signature, Hashing.

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