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Proceedings Paper

A modified fuzzy C-means with particle swarm optimization adaptive image segmentation algorithm
Author(s): Yingjie Gu; Zhenhong Jia; Jie Yang; Shaoning Pang
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Paper Abstract

A new method which the numbers of cluster is self-adapted and use up and down cut-off of FCM combined with PSO to take place of common FCM combined with PSO is proposed in this paper. Experiment's results show that compared with the method of combining the particle swarm optimization (PSO) with common FCM, it helps to make a better effect on image segmentation and optimize the numbers of cluster and converge the rate quickly.

Paper Details

Date Published: 21 July 2010
PDF: 5 pages
Proc. SPIE 7749, 2010 International Conference on Display and Photonics, 774913 (21 July 2010); doi: 10.1117/12.869522
Show Author Affiliations
Yingjie Gu, Xinjiang Univ. (China)
Zhenhong Jia, Xinjiang Univ. (China)
Jie Yang, Shanghai Jiaotong Univ. (China)
Shaoning Pang, Auckland Univ. of Technology (Australia)

Published in SPIE Proceedings Vol. 7749:
2010 International Conference on Display and Photonics

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