Rapid brain tissue segmentation process by modified FCM algorithm with CUDA enabled GPU machine.
T. KalaiselviPadmanaban SriramakrishnanPublished in: Int. J. Imaging Syst. Technol. (2018)
Keyphrases
- brain tissue
- fcm algorithm
- fuzzy c means
- gpu implementation
- parallel implementation
- graphics processors
- magnetic resonance images
- automatic segmentation
- fuzzy clustering
- mr images
- mri data
- parallel computing
- real time
- white matter
- compute unified device architecture
- brain images
- hybrid method
- clustering method
- clustering algorithm
- low contrast
- image segmentation
- brain tumors
- medical images
- region growing
- data sets
- graphics processing units
- segmentation algorithm
- magnetic resonance imaging
- magnetic resonance
- support vector machine
- image registration
- probabilistic model
- image analysis
- membership functions