A non-local fuzzy segmentation method: Application to brain MRI

The Fuzzy C-Means (FCM) algorithm is a widely used and flexible approach to automated image segmentation, especially in the field of brain tissue segmentation from 3D MRI, where it addresses the problem of partial volume effects. In order to improve its robustness to classical image deterioration, n...

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Veröffentlicht in:	Pattern recognition 2011-09, Vol.44 (9), p.1916-1927
Hauptverfasser:	Caldairou, Benoît, Passat, Nicolas, Habas, Piotr A., Studholme, Colin, Rousseau, François
Format:	Artikel
Sprache:	eng
Schlagworte:	Algorithms Brain Brain segmentation Computer Science Fuzzy Fuzzy clustering Fuzzy logic Fuzzy set theory Image Processing Medical Imaging MRI Noise Non-local processing Regularisation Segmentation
Online-Zugang:	Volltext
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