An application of the supervoxel-based Fuzzy C-Means with a GPU support to segmentation of volumetric brain images.
Anna FabijanskaJaroslaw GoclawskiPublished in: FedCSIS (2016)
Keyphrases
- fuzzy c means
- brain images
- fcm algorithm
- medical images
- image segmentation
- fuzzy clustering
- mr brain images
- fuzzy clustering algorithm
- mri segmentation
- human brain
- clustering method
- magnetic resonance
- fuzzy clustering algorithms
- clustering algorithm
- brain tumors
- brain segmentation
- medical imaging
- magnetic resonance images
- segmentation method
- k means
- deformable registration
- possibilistic c means
- cluster analysis
- euclidean distance
- white matter
- human subjects
- mr images
- rough sets
- possibilistic clustering
- image analysis