A modified FCM algorithm for MRI brain image segmentation using both local and non-local spatial constraints.
Jianzhong WangJun KongYinghua LuMiao QiBaoxue ZhangPublished in: Comput. Medical Imaging Graph. (2008)
Keyphrases
- spatial constraints
- brain image segmentation
- fcm algorithm
- fuzzy c means
- intensity distribution
- magnetic resonance
- mr images
- fuzzy clustering
- medical images
- spatial relationships
- magnetic resonance imaging
- magnetic resonance images
- mri data
- hybrid method
- clustering algorithm
- soft tissue
- image pairs
- image segmentation
- image registration
- image data
- gaussian distribution
- machine learning
- clustering method
- image processing
- computer vision
- cluster centers
- edge information
- image intensity
- k means