Research on image segmentation algorithm based on fuzzy clustering

Bo Qu

doi:10.1117/12.2031204

19 July 2013 Research on image segmentation algorithm based on fuzzy clustering

Bo Qu

Proceedings Volume 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013); 88784I (2013) https://doi.org/10.1117/12.2031204
Event: Fifth International Conference on Digital Image Processing, 2013, Beijing, China

Abstract

Through the depth study on the existing classical FCM algorithms, this paper puts forward a program to improve the FCM algorithm. The improved algorithm introduces the statistical properties of images, thus greatly reducing the amount of data the algorithm processed, to speed up the convergence rate, and the segmentation results with FCM algorithm are exactly the same.

Citation Download Citation

Bo Qu "Research on image segmentation algorithm based on fuzzy clustering", Proc. SPIE 8878, Fifth International Conference on Digital Image Processing (ICDIP 2013), 88784I (19 July 2013); https://doi.org/10.1117/12.2031204

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