Open Access

Fuzzy Mode Enhancement and Detection for Color Image Segmentation

  • Olivier Losson1Email author,
  • Claudine Botte-Lecocq1 and
  • Ludovic Macaire1
EURASIP Journal on Image and Video Processing20082008:542378

https://doi.org/10.1155/2008/542378

Received: 20 July 2007

Accepted: 27 January 2008

Published: 17 February 2008

Abstract

This work lies within the scope of color image segmentation by pixel classification. The classes of pixels are constructed by detecting the modes of the spatial-color compactness function, which characterizes the image by taking into account both the distribution of colors in the color space and their spatial location in the image plane. A fuzzy transformation of this function is performed, based on fuzzy morphological operators specifically designed for mode detection. Experimental segmentation results, using several synthetic and benchmark images, show the interest of the proposed method.

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Authors’ Affiliations

(1)
Laboratoire LAGIS (CNRS UMR 8146), Université des Sciences et Technologies de Lille

Copyright

© Olivier Losson et al. 2008

This article is published under license to BioMed Central Ltd. This is an open access article distributed under the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.