Fuzzy Mode Enhancement and Detection for Color Image Segmentation. (4th May 2008)

• Record Type: Journal Article
• Authors: Losson, Olivier; Botte-Lecocq, Claudine; Macaire, Ludovic
• Other Names: Plataniotis Konstantinos Academic Editor.
• Is Part Of: EURASIP journal on image and video processing. Volume 2008(2008)
• Publication Date: 2008-05-04
• Subjects: Image processing -- Digital techniques -- Periodicals; Digital video -- Periodicals; Traitement d'images; Vidéo numérique; Digital video; Image processing -- Digital techniques; Periodicals; Electronic journal; Electronic journals; 621.367
• DOI: 10.1155/2008/542378
• Languages: English
• ISSNs: 1687-5176

Abstract

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.