An improved FCM algorithm incorporating spatial information for image segmentation

Proceedings - International Symposium on Computer Science and Computational Technology, ISCSCT 2008

Volumn 2, Issue , 2008, Pages 493-495

  Li, Bin ^a   Chen, Wufan ^a   Wang, Dandan ^a  

^a SOUTHERN MEDICAL UNIVERSITY   (China)

Author keywords

FCM; Image segmentation; Spatial information of image

Indexed keywords

BRAIN MAPPING; CLUSTERING ALGORITHMS; COPYING; FUZZY CLUSTERING; FUZZY SYSTEMS; IMAGE ENHANCEMENT; MAGNETIC RESONANCE IMAGING;

FUZZY C-MEANS ALGORITHMS; FUZZY C-MEANS CLUSTERING ALGORITHMS; IMPROVED FCM ALGORITHMS; MAGNETIC IMAGING; NOISE LEVELS; PIECE-WISE CONSTANTS; SEGMENTATION ALGORITHMS; SPATIAL INFORMATIONS;

IMAGE SEGMENTATION;

EID: 62349099635     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/iscsct.2008.40     Document Type: Conference Paper

References (9)

1. Kanel, M. S, Selim, S. Z., "New algorithms for solving the fuzzy clustering problem," Pattern Recognition, vol. 27, pp. 421-428, Mar. 1994.
2. M. Singh, P. Patel, D. Khosla, and T. Kim, "Segmentation of functional MRI by K-means clustering," IEEE Trans. Nucl. Sci., vol. 43, pp. 2030-2036, Jun 1996.
3. Mohamed N. Ahmed, "A Modified Fuzzy C-Means Algorithm for Bias Field Estimation and Segmentation of MRI Data," IEEE Trans. Med. Im., vol. 21, pp. 193-199, Mar. 2002.
4. Dzung L. Pham, "Spatial Models for Fuzzy Clustering," Computer Vision and Image Understanding, vol. 84, pp. 285-297, 2001.
5. Alan Wee-Chung Liew, Hong Yan, "An Adaptive Spatial Fuzzy Clustering Algorithm for 3-D MR Image Segmentation," IEEE Trans. Med. Im., vol. 22(9), pp. 1063-1075, Sept. 2003.
6. J. C. Bezdek and S. K. Pal, Fuzzy Models for Pattern Recognition. Piscataway, NJ: IEEE Press, 1999.
7. Stan Z. Li, Markov Random Field Modeling in Image Analysis. Springer, 2001.
8. Brain Web: http://www.bic.mni.mcgill.ca/brainweb/.
9. ISBR Web: http://www.cma.mgh.harvard.edu/ibsr/.