Using fuzzy c-means cluster for histogram-based color image segmentation

Proceedings - 2009 International Conference on Information Technology and Computer Science, ITCS 2009

Volumn 1, Issue , 2009, Pages 597-600

  Huang, Zhi Kai ^a   Xie, Yun Ming ^a   Liu, De Hui ^a   Hou, Ling Ying ^a  

^a NANCHANG INSTITUTE OF TECHNOLOGY   (China)

Author keywords

FCM; Histogram; Image segmentation

Indexed keywords

ADAPTIVE THRESHOLDING; APRIORI; CLUSTER-BASED; COLOR CHANNELS; COLOR IMAGE SEGMENTATION; COLOR IMAGES; COLOR INTENSITY; FCM; FCM CLUSTER; FUZZY C MEAN; FUZZY C-MEANS; HISTOGRAM; MERGING PROCESS;

ADAPTIVE ALGORITHMS; COLOR; COMPUTER SCIENCE; DIGITAL IMAGE STORAGE; FUZZY CLUSTERING; FUZZY RULES; FUZZY SYSTEMS; INFORMATION TECHNOLOGY;

IMAGE SEGMENTATION;

EID: 71049177390     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ITCS.2009.130     Document Type: Conference Paper

References (10)

1. N. Otsu, "A threshold selection method from gray level histogram", IEEE Trans. on Systems Man Cebernet. SMC-8, pp. 62-66, 1978.
2. T. Pun, "A new method for gray level picture thresholding using the entropy of the histogram", Signal Processing, 2, pp.223-237, 1980.
3. J. N. Kapur, P. K. Sahoo, and A. K. C. Wong, "A new method for gray level picture thresholding using the entropy of the histogram", Comput. Vision Graphics Image Process. 29, pp. 273-285, 1985.
4. L. Shafarenko, M. Petrou, & J. Kittler, "Histogram based segmentation in a perceptually uniform color space", IEEE Trans. On Image Processing, 7(9), pp.1354-1358. 1998,
5. C. Dunn: "A Fuzzy Relative of the ISODATA Process and Its Use in Detecting Compact Well-Separated Clusters", Journal of Cybernetics 3: 32-57(1973)
6. Ma, W., Manjunath, B., "Edge Flow: A Framework of Boundary Detection and Image Segmentation". IEEE Int. Conf. on Computer Vision and Pattern Recognition, pp.744-749. 1997
7. Zhong, D.X., Yan, H., "Color Image Segmentation Using Color Space Analysis and Fuzzy Clustering". Neural Networks for Signal Processing X, 2000. Proceedings of the 2000 IEEE Signal Processing Society Workshop, 2:624-633
8. Yining, D., Manjunath, B., Shin, H., Color Image Segmentation. IEEE Computer Society Conference on Computer Vision and Pattern Recognition, 2:445-451. 1999.
9. Chien, B., Cheng, M.,"A Color Image Segmentation Approach Based on Fuzzy Similarity Measure". Proceedings of the 2002 IEEE International Conference on Fuzzy Systems, 1:449-454.2002
10. Zhi-Kai Huang, Kwok-Wing Chau, "Unsupervised Image Segmentation Using EM Algorithm by Histogram", Applied Mathematics and Computation, Vol.205,No. 2, pp 899-907, 2008