Spatial credibilistic clustering algorithm in noise image segmentation

IEEM 2007: 2007 IEEE International Conference on Industrial Engineering and Engineering Management

Volumn , Issue , 2007, Pages 543-547

  Wen, P ^a   Zheng, L ^a   Zhou, J ^a  

^a TSINGHUA UNIVERSITY   (China)

Author keywords

Credibilistic clustering algorithm; Fuzzy clustering; Image segmentation; Spatial continuity

Indexed keywords

CLUSTERING ALGORITHMS; FUZZY CLUSTERING; PIXELS; SPURIOUS SIGNAL NOISE;

CREDIBILISTIC CLUSTERING ALGORITHM; SPATIAL CONTINUITY;

IMAGE SEGMENTATION;

EID: 40649100790     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/IEEM.2007.4419248     Document Type: Conference Paper

References (11)

1. J.C. Bezdek, Pattern Recognition with Fuzzy Objective Function Algorithms, Plenum, New York, 1981.
2. Y.A. Tolias, and S. M. Panas, "Image segmentation by a fuzzy clustering algorithm using adaptive spatially constrained membership functions," IEEE Transactions on Systems Man Cybernet, Vol. 28A, pp. 359-369, 1998.
3. D.L. Pham, and J.L. Prince, "An adaptive fuzzy c-means algorithm for image segmentation in the presence of intensity inhomogeneities," Pattern Recognition Letters, Vol. 20, pp. 57-68, 1999.
4. A.W.C. Liew, S.H. Leung, and W.H. Lau, "Fuzzy image clustering incorporating spatial continuity," Proceedings of Industrial Electronic Engineering -Vision, Image, Signal Processing, Vol. 147, No. 2, pp. 185-192, 2000.
5. A.W.C. Liew, H. Yan, and N.F. Law, "Image segmentation based on adaptive cluster prototype estimation," IEEE Transactions on Fuzzy Systems, Vol. 13, No. 4, pp. 444-453, 2005.
6. L.A. Zadeh, "Fuzzy sets as a basis for a theory of possibility," Fuzzy Sets and Systems, Vol. 1, pp. 3-28, 1978.
7. L.A. Zadeh, "A theory of approximate reasoning," In: J. Hayes, D. Michie, and L. Mikulich, eds., Mathematical Frontiers of the Social and Policy Sciences, Westview Press, Boulder, Cororado, pp. 69-129, 1979.
8. J. Zhou, C.C. Hung, X. Wang, and S. Chen, "Fuzzy clustering based on credibility measure," unpublished.
9. B. Liu and Y.-K. Liu, "Expected value of fuzzy variable and fuzzy expected value models," IEEE Transactions on Fuzzy Systems, Vol. 10, No. 4, pp. 445-450, 2002.
10. J. Zhou, and C.C. Hung, "A generalized approach to possibilistic clustering algorithms," International Journal of uncertainty, Fuzziness & knowledge-based systems, Vol. 15, pp. 110-132, suppl, April 2007.
11. J. Zhou, C.C. Hung, and X. Wang, "A further investigation on generalized possibilistic c-means clustering algorithms," Technical Report, 2007.