Journal
PATTERN RECOGNITION
Volume 37, Issue 8, Pages 1629-1640Publisher
ELSEVIER SCI LTD
DOI: 10.1016/j.patcog.2003.11.011
Keywords
color indexing; gabor; local binary pattern; vistex; outex
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Current approaches to color texture analysis can be roughly divided into two categories: methods that process color and texture information separately, and those that consider color and texture a joint phenomenon. In this paper, both approaches are empirically evaluated with a large set of natural color textures. The classification performance of color indexing methods is compared to gray-scale and color texture methods, and to combined color and texture methods, in static and varying illumination conditions. Based on the results, we argue that color and texture are separate phenomena that can, or even should, be treated individually. (C) 2004 Published by Elsevier Ltd on behalf of Pattern Recognition Society.
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