Title
Parallel implementation for 3D medical volume fuzzy segmentation
Abstract
•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.
Year
DOI
Venue
2020
10.1016/j.patrec.2018.07.026
Pattern Recognition Letters
Keywords
Field
DocType
Fuzzy C-means,Pattern recognition,3D segmentation,GPU,Medical imaging,3D visualization,Image processing
Pattern recognition,Segmentation,Medical imaging,Fuzzy logic,Imaging phantom,Image processing,Image segmentation,Implementation,Artificial intelligence,Graphics processing unit,Mathematics
Journal
Volume
ISSN
Citations 
130
0167-8655
17
PageRank 
References 
Authors
0.69
37
5
Name
Order
Citations
PageRank
Shadi Alzubi1815.12
Mohammed A. Shehab21046.94
Mahmoud Al-Ayyoub373063.41
Yaser Jararweh496888.95
B. B. Gupta551846.49