15th International Conference on Pattern Recognition (ICPR'00) - Volume 3 A New Method of Color Image Segmentation Based on Intensity and Hue Clustering Barcelona, Spain September 03-September 08 ISBN: 0-7695-0750-6
A new method of color image segmentation is proposed in this paper. It is 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 the definition of the distance and the center in the hue space, based on which the hue-clustering algorithm is implemented. Utilized in medical image processing, the new method has a good performance.
Index Terms:
K-means algorithm, Color Image Segmentation, HSI Color Representation
Citation:
Chi Zhang, P. Wang, "A New Method of Color Image Segmentation Based on Intensity and Hue Clustering," icpr, vol. 3, pp.3617, 15th International Conference on Pattern Recognition (ICPR'00) - Volume 3, 2000 Usage of this product signifies your acceptance of the Terms of Use. | |||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||||
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