Color Descriptors for Web Image Retrieval: a Comparative Study

O. A. B. Penatti, R. da S. Torres. Color Descriptors for Web Image Retrieval: a Comparative Study. In: SIBGRAPI 2008, 2008, Campo Grande, MS. XXI Brazilian Symposium on Computer Graphics and Image Processing, 2008. 


Abstract

This paper presents a comparative study of color descriptors for content-based image retrieval on theWeb. Several image descriptors were compared theoretically and the most relevant ones were implemented and tested in two different databases. The main goal was to find out the best descriptors for Web image retrieval. Descriptors are compared according to the extraction and distance functions complexities, the compactness of feature vectors, and theability to retrieve relevant images.

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Last updated on Oct 09, 2008.
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