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Chinese Optics Letters

Chinese Optics Letters

| PUBLISHED MONTHLY BY CHINESE LASER PRESS AND DISTRIBUTED BY OSA

  • Vol. 1, Iss. 11 — Nov. 20, 2003
  • pp: 645–647

Natural color image segmentation using integrated mechanism

Jie Xu and Pengfei Shi  »View Author Affiliations


Chinese Optics Letters, Vol. 1, Issue 11, pp. 645-647 (2003)


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Abstract

A new method for natural color image segmentation using integrated mechanism is proposed in this paper. Edges are first detected in term of the high phase congruency in the gray-level image. K-mean cluster is used to label long edge lines based on the global color information to estimate roughly the distribution of objects in the image, while short ones are merged based on their positions and local color differences to eliminate the negative affection caused by texture or other trivial features in image. Region growing technique is employed to achieve final segmentation results. The proposed method unifies edges, whole and local color distributions, as well as spatial information to solve the natural image segmentation problem.The feasibility and effectiveness of this method have been demonstrated by various experiments.

© 2005 Chinese Optics Letters

OCIS Codes
(100.2960) Image processing : Image analysis

Citation
Jie Xu and Pengfei Shi, "Natural color image segmentation using integrated mechanism," Chin. Opt. Lett. 1, 645-647 (2003)
http://www.opticsinfobase.org/col/abstract.cfm?URI=col-1-11-645

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