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Unsupervised perceptual model for color image's segmentation

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4 Author(s)
Sobrevilla, P. ; Applied. Math. II Dept., Tech. Univ. of Catalonia, Barcelona, Spain ; Gomez, D. ; Montero, J. ; Montseny, E.

Color segmentation is a fundamental step in image understanding. Moreover, for getting accurate color image's segmentation algorithms human being's perception of color should be considered. In this line we propose an unsupervised segmentation algorithm that is based on a fuzzy graph coloring process for representing the fuzzy color similarity degrees among neighboring pixels from a perceptual point of view. As main goal is to detect and extract the regions explaining the image, we stress the role of coloring procedures for unsupervised segmentation and fuzzy classification by means of useful, comprehensive and simple enough fuzzy graphical representations.

Published in:

Fuzzy Information Processing Society, 2005. NAFIPS 2005. Annual Meeting of the North American

Date of Conference:

26-28 June 2005

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