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Colour image segmentation using K – Medoids Clustering

Keywords: Color image segmentation , Clustering , K - Medoids , K - Means.

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Abstract:

K – medoids clustering is used as a tool for clustering color space based on the distance criterion. This paper presents a color image segmentation method which divides colour space into clusters. Through this paper, using various colour images, we will try to prove that K – Medoids converges to approximate the optimal solution based on this criteria theoretically as well as experimentally. Here we will also compare the efficiency of available algorithm for segmentation of gray as well as noisy images.

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