A modified-FCM segmentation algorithm for brain MR images

ACM International Conference Proceeding Series

Volumn 321, Issue , 2009, Pages 25-27

  Du, Ruoyu ^a   Lee, Hyo Jong ^a  

^a Chonbuk National University   (South Korea)

Author keywords

[No Author keywords available]

Indexed keywords

BRAIN MR; FCM ALGORITHM; FCM CLUSTERING; FUZZY C-MEANS; INTRINSIC NATURE; MEDICAL AREAS; MEDICAL IMAGE SEGMENTATION; MR IMAGES; QUANTITATIVE EVALUATION; SEGMENTATION ALGORITHMS; SEGMENTATION TECHNIQUES; SIGMA FILTER; VISUAL EVALUATION;

CONVERGENCE OF NUMERICAL METHODS; IMAGE SEGMENTATION; INFORMATION TECHNOLOGY; MAGNETIC RESONANCE IMAGING; MEDICAL IMAGING; RESONANCE;

CLUSTERING ALGORITHMS;

EID: 77954693437     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1145/1644993.1644998     Document Type: Conference Paper

References (7)

1. L. Lemieux, G. Hagemann, K. Krakow, and F. G. Woermann, "Fast, accurate, and reproducible automatic segmentation of the brain in T1-weighted volume MRI data," Magn. Reson. Med., vol. 42, pp. 127-135, 1999.
2. D. L. Pham and J. L. Prince, "Adaptive fuzzy segmentation of magnetic resonance images," IEEE Trans. Med. Imag., vol. 18, no. 9, pp. 737-752, Sep. 1999.
3. A. R. Robb, "Biomedical Imaging, Visualization, and Analysis." New York: Wiley, 2000.
4. Tolias Y.A and Panas S.M. "Image segmentation by a fuzzy clustering algorithm using adaptive spatially constrained membership fucntions."IEEE Trans. on Systems, Man, and Cybernetics-Part A,vol.28, no.3, pp.359-369, 1998.
5. J. C. Bezdek, L. O. Hall, and L. P. Clark, "Review of MR image segmentation techniques using pattern recognition," Med. Phys., vol. 20, pp. 1033-1048, 1993.
6. Shan Shen, William Sandham, Member, IEEE, Malcolm Granat, and Annette Sterr, "MRI Fuzzy Segmentation of Brain Tissue Using Neighborhood Attraction with Neural-Network Optimization," IEEE Transactions on information technology in biomedicine, vol. 9, no. 3, pp. 459-467, Sep. 2005.
7. M. N. Ahmed, S. M. Yamany, N. Mohamed, A. A. Farag, and T. Moriarty, "A modified fuzzy c-means algorithm for bias field estimation and segmentation of MRI data," IEEE Trans. Med. Imag., vol. 21, no. 3, pp. 193-199, Mar. 2002.