Parallel implementation for 3D medical volume fuzzy segmentation

•This research introduces the hybrid optimization of both CPU and GPU for image processing.•A novel 3D medical volume segmentation is proposed.•Modified FCM versions are used to increase the accuracy of volume segmentation.•Volumetric neighborhood has been considered to validate the actual 3D FCM. I...

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Veröffentlicht in:	Pattern recognition letters Jg. 130; S. 312 - 318
Hauptverfasser:	AlZu’bi, Shadi, Shehab, Mohammed, Al-Ayyoub, Mahmoud, Jararweh, Yaser, Gupta, Brij
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	Amsterdam Elsevier B.V 01.02.2020 Elsevier Science Ltd
Schlagworte:	3D segmentation 3D visualization Algorithms Computer simulation Datasets Fuzzy C-means GPU Graphics processing units Image processing Image segmentation Medical imaging Object recognition Pattern recognition Three dimensional models Two dimensional models 3D visualization Medical imaging Fuzzy C-means Image processing 3D segmentation Pattern recognition GPU
ISSN:	0167-8655, 1872-7344
Online-Zugang:	Volltext
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