Segmentation of Brain MR Images Using Fuzzy-C Means and Markov Random Field Approaches.
M. ChandanaMahua BhattacharyaPublished in: IPCV (2010)
Keyphrases
- markov random field
- fuzzy c means
- image segmentation
- brain mr images
- mrf model
- energy function
- fcm algorithm
- graph cuts
- textured images
- random fields
- medical imaging
- quantitative evaluation
- fuzzy clustering
- mr images
- segmentation algorithm
- medical image analysis
- level set
- maximum a posteriori
- shape prior
- clustering algorithm
- segmentation method
- higher order
- region growing
- pairwise
- image processing
- computer vision
- active contours
- medical images
- multiscale
- machine learning
- image intensity
- clustering method
- gray level
- brain tissue
- image analysis