Magnetic Resonance Image Segmentation Using Optimized Nearest Neighbor Classifiers.
Hong YanJingtong MaoYan ZhuBenjamin ChenPublished in: ICIP (3) (1994)
Keyphrases
- magnetic resonance
- nearest neighbor classifiers
- image segmentation
- brain image segmentation
- mr images
- medical images
- decision trees
- nearest neighbor
- selective sampling
- nearest neighbor classifier
- image registration
- cross validation
- brain images
- image data
- prototype selection
- nearest neighbor classification
- previously reported
- mr brain images
- image volumes
- image processing
- markov random field
- graph cuts
- mr imaging
- deformable models
- multiscale
- medical imaging
- active learning
- level set
- active contours
- brain tumors
- mri data
- multiple sclerosis
- computer vision
- mr brain
- support vector
- magnetic resonance images
- training set
- region growing
- distance function
- k nearest neighbor
- small sample
- random sampling
- image analysis
- machine learning
- intensity inhomogeneity
- segmentation method
- feature selection
- distance measure
- knn