A New Method of Color Image Segmentation Based on Intensity and Hue Clustering

Abstract

A new method of color image segmentation is proposed in this paper. It’s based on K-means algorithm in HSI space and has the advantage over those based on the RGB space. Both the hue and the intensity components are fully utilized. In the process of hue clustering, the special cyclic property of the hue component is taken into consideration. The paper gives… (More)
DOI: 10.1109/ICPR.2000.903620

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