Fully Automatic Segmentation of Brain Tumor Images Using Support Vector Machine Classification in Combination with Hierarchical Conditional Random Field Regularization.
Stefan BauerLutz-Peter NolteMauricio ReyesPublished in: MICCAI (3) (2011)
Keyphrases
- conditional random fields
- brain tumors
- random fields
- image data
- segmentation method
- image analysis
- three dimensional
- image features
- support vector machine classification
- crf model
- ground truth
- image classification
- generative model
- magnetic resonance
- test images
- magnetic resonance images
- deformable registration
- graphical models
- image registration
- probabilistic model
- multiscale
- mr images
- input image
- object recognition
- pairwise
- information extraction
- contrast enhanced
- image processing
- region of interest
- fully automatic
- bag of words
- image retrieval
- hidden markov models
- markov random field
- semi supervised