Robust brain magnetic resonance image segmentation using modified rough-fuzzy C-means with spatial constraints.
Anindya HalderNur Alom TalukdarPublished in: Appl. Soft Comput. (2019)
Keyphrases
- fuzzy c means
- magnetic resonance
- spatial constraints
- image segmentation
- brain images
- mr images
- medical images
- fuzzy clustering
- brain tumors
- clustering method
- fuzzy c means clustering
- intensity distribution
- clustering algorithm
- image registration
- image data
- brain tissue
- soft tissue
- spatial relationships
- k means
- membership functions
- image processing
- deformable registration
- cluster analysis
- computer vision
- human brain
- euclidean distance
- region growing
- active contours
- rough sets
- multiscale
- machine learning
- data mining
- segmentation algorithm
- graph cuts
- level set