Brain tissue MR-image segmentation via optimum-path forest clustering.
Fabio A. M. CappabiancoAlexandre X. FalcãoClarissa L. YasudaJayaram K. UdupaPublished in: Comput. Vis. Image Underst. (2012)
Keyphrases
- brain tissue
- optimum path forest
- mr images
- image segmentation
- magnetic resonance images
- magnetic resonance
- automatic segmentation
- brain images
- medical images
- brain tumors
- mri data
- white matter
- region growing
- segmentation algorithm
- medical imaging
- markov random field
- low contrast
- image data
- multiscale
- computer vision
- energy function
- morphological operations
- graph cuts
- bayesian classifier
- image processing
- nearest neighbor classifier
- fully automatic
- deformable models
- gray level
- active contours
- unsupervised learning
- supervised learning
- feature selection
- data sets