Spatial improved fuzzy c-means clustering for image segmentation

The generalized fuzzy c-means clustering algorithm with improved fuzzy partition (GFCM) is a new modified version of the fuzzy c-means clustering algorithm (FCM). GFCM under appropriate parameters can converge more rapidly than FCM. However, GFCM, similar to FCM, is sensitive to noise in normal gray...

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Veröffentlicht in:	2011 International Conference on Electronic and Mechanical Engineering and Information Technology Jg. 9; S. 4791 - 4794
Hauptverfasser:	Feng Zhao, Licheng Jiao
Format:	Tagungsbericht
Sprache:	Englisch
Veröffentlicht:	IEEE 01.08.2011
Schlagworte:	Clustering algorithms Fuzzy clustering algorithm Image segmentation Noise Noise measurement Partitioning algorithms Robustness Spatial information Speckle Synthetic aperture radar (SAR) image
ISBN:	9781612840871, 1612840876
Online-Zugang:	Volltext
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