A rapid knowledge-based partial supervision fuzzy c-means for brain tissue segmentation with CUDA-enabled GPU machine.
Padmanaban SriramakrishnanKalaiselvi ThiruvenkadamKaruppana Gounder SomasundaramRajeswaran RangasamiPublished in: Int. J. Imaging Syst. Technol. (2019)
Keyphrases
- fuzzy c means
- tissue segmentation
- magnetic resonance images
- brain tissue
- fuzzy clustering
- partial volume
- high dimension
- clustering algorithm
- image segmentation
- mr images
- magnetic resonance
- clustering method
- intensity distribution
- k means
- membership functions
- cluster analysis
- medical imaging
- medical images
- expert systems
- automatic segmentation
- image processing
- euclidean distance
- mri data
- image analysis
- magnetic resonance imaging
- feature extraction
- machine learning
- x ray
- fuzzy sets
- medical image analysis
- knn