Evaluation of k-Means and fuzzy C-means segmentation on MR images of brain

This paper does the qualitative comparison of Fuzzy C-means (FCM) and k-Means segmentation, with histogram guided initialization, on tumor edema complex MR images. The accuracy of any segmentation scheme depends on its ability to distinguish different tissue classes, separately. Hence, there is a se...

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Bibliographic Details
Main Authors: S. Madhukumar, N. Santhiyakumari
Format: Article
Language:English
Published: SpringerOpen 2015-06-01
Series:The Egyptian Journal of Radiology and Nuclear Medicine
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S0378603X15000522