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ENHANCED WEB IMAGE RE-RANKING USING SEMANTIC SIGNATURES

Journal: International Journal of Computer Engineering and Technology (IJCET) (Vol.7, No. 2)

Publication Date:

Authors : ;

Page : 24-29

Keywords : Query keyword; Re-ranking; Semantic signature; Visual Semantic space; Iaeme Publication; IAEME; Technology; Engineering; IJCET;

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Abstract

Several commercial search engines adopt Image re- ranking approach to enhance the quality of results for web based image search .When an user issues a query keyword, the search engine first selects a group of images based on textual information. If the user selects a query image from the retrieved group, the rest of the images are re-ranked based on their visual similarities with the query image. The images with similar visual features cannot be correlated. Also learning a universal visual semantic space which depicts the characteristics of images which are highly different to each other is a tedious task.

Last modified: 2016-05-24 21:28:13