Conference Papers

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Author: search.filters.author.Cyriac, C.Subject: search.filters.subject.Scale Invariant Feature Transform (SIFT)

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    Semantic image retrieval system based on object relationships
    (2013) Shivakumar, S.; Goel, N.; Ananthanarayana, V.S.; Cyriac, C.; Rajaram, P.
    Semantic-based image retrieval has recently become popular as an avenue to improve retrieval accuracy. The 'semantic gap' between the visual features and the high-level semantic features could be narrowed down by utilizing this kind of retrieval method. However, most of the current methods of semantic-based image retrieval utilize visual semantic features and do not consider spatial relationships. We build a system for content-based image retrieval from image collections on the web and tackle the challenges of distinguishing between images that contain similar objects, in order to capture the semantic meaning of a search query. In order to do so, we utilize a combination of segmentation into objects as well as the relationships of these objects with each other. © 2013 IEEE.