Automatic Segmentation of MR Brain Tumor Images using Support Vector Machine in Combination with Graph Cut.
Elisabetta BinaghiMassimo OmodeiValentina PedoiaSergio BalbiDesiree LattanziEmanuele MontiPublished in: IJCCI (NCTA) (2014)
Keyphrases
- automatic segmentation
- segmentation algorithm
- graph cuts
- brain tumors
- automatically segmenting
- interactive segmentation
- accurate segmentation
- brain tissue
- manual segmentation
- mr images
- image segmentation
- input image
- ct data
- energy function
- magnetic resonance
- segmentation method
- shape prior
- region growing
- energy minimization
- active shape model
- magnetic resonance images
- image data
- ground truth
- markov random field
- medical images
- deformable registration
- superpixels
- interactive image segmentation
- image registration
- segmentation result
- object segmentation
- image analysis
- segmented images
- soft tissue
- three dimensional
- brain images
- computer vision
- fully automatic
- robust segmentation
- graph cut segmentation