A new fuzzy C-means method for magnetic resonance image brain segmentation

In this paper, we introduce a new fuzzy c-means (FCM) method in order to improve the magnetic resonance images' (MRIs) segmentation. The proposed method combines the FCM and possiblistic c-means (PCM) functions using a weighted Gaussian function. The weighted Gaussian function is given to indic...

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Veröffentlicht in:	Connection science 2015-10, Vol.27 (4), p.305-321
Hauptverfasser:	Altameem, Torki, Zanaty, E.A., Tolba, Amr
Format:	Artikel
Sprache:	eng
Schlagworte:	fuzzy c-means clustering Fuzzy logic medical image segmentation NMR Nuclear magnetic resonance possiblistic c-means
Online-Zugang:	Volltext
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