Determining the number of clusters for kernelized fuzzy C-means algorithms for automatic medical image segmentation
In this paper, we determine the suitable validity criterion of kernelized fuzzy C-means and kernelized fuzzy C-means with spatial constraints for automatic segmentation of magnetic resonance imaging (MRI). For that; the original Euclidean distance in the FCM is replaced by a Gaussian radial basis fu...
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| Format: | Article |
| Language: | English |
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Elsevier
2012-03-01
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| Series: | Egyptian Informatics Journal |
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| Online Access: | http://www.sciencedirect.com/science/article/pii/S1110866512000059 |