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  • Research Article
  • Open Access

Fuzzy Mode Enhancement and Detection for Color Image Segmentation

  • 1Email author,
  • 1 and
  • 1
EURASIP Journal on Image and Video Processing20082008:542378

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

  • Received: 20 July 2007
  • Accepted: 27 January 2008
  • Published:

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.

Keywords

  • Color
  • Image Processing
  • Compactness Function
  • Pattern Recognition
  • Computer Vision

Publisher note

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Authors’ Affiliations

(1)
Laboratoire LAGIS (CNRS UMR 8146), Université des Sciences et Technologies de Lille, Bâtiment P2, Cité Scientifique, 59655 Villeneuve d'Ascq Cédex, France

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.

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