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ASME Press Select Proceedings
International Conference on Computer Technology and Development, 3rd (ICCTD 2011)
ISBN:
9780791859919
No. of Pages:
2000
Publisher:
ASME Press
Publication date:
2011
eBook Chapter
275 A New Color Image Segmentation Approach Based on Fuzzy C-Means Algorithm
By
Chenfei
,
Chenfei
Department of Automation,
Shanghai Jiao Tong University
Key Laboratory of System Control and Information Processing,
Ministry of Education of China
Search for other works by this author on:
Zhangxianmin
Zhangxianmin
Department of Automation,
Shanghai Jiao Tong University
Key Laboratory of System Control and Information Processing,
Ministry of Education of China
Search for other works by this author on:
Page Count:
5
-
Published:2011
Citation
Chenfei, , & Zhangxianmin, . "A New Color Image Segmentation Approach Based on Fuzzy C-Means Algorithm." International Conference on Computer Technology and Development, 3rd (ICCTD 2011). Ed. Zhou, J. ASME Press, 2011.
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A new color image segmentation method based on FCM clustering, and region combination is proposed in detail. The image is divided into non-singular points and singular points in accordance with the saturation, and mapped to the one-dimensional histogram in HSV color space, then clustering it by FCM and eliminate the scattered small area by merger regions, this method overcomes the over-segmentation problem in FCM..
Abstract
Key Words
1 Introduction
2. Color Space Conversion
3. The Selection of Cluster Center
4. FCM Clustering
5 Region Merging
6. Conclusion
References
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