A transform-based fast fuzzy C-means approach for high brain MRI segmentation accuracy.
Chandan SinghAnu BalaPublished in: Appl. Soft Comput. (2019)
Keyphrases
- fuzzy c means
- brain mri
- segmentation accuracy
- manual segmentation
- anatomical structures
- fuzzy clustering
- object segmentation
- image segmentation
- magnetic resonance images
- clustering method
- region growing
- clustering algorithm
- k means
- mr images
- medical images
- membership functions
- medical imaging
- euclidean distance
- shape model
- cluster analysis
- face recognition
- ground truth
- dimensionality reduction
- machine learning
- training data
- support vector
- fully automated
- object detection
- active contours
- graph cuts