- Research Article
- Open Access
Fuzzy Mode Enhancement and Detection for Color Image Segmentation
EURASIP Journal on Image and Video Processing volume 2008, Article number: 542378 (2008)
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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Losson, O., Botte-Lecocq, C. & Macaire, L. Fuzzy Mode Enhancement and Detection for Color Image Segmentation. J Image Video Proc 2008, 542378 (2008). https://doi.org/10.1155/2008/542378
- Image Processing
- Compactness Function
- Pattern Recognition
- Computer Vision