Graph Cuts Segmentation with Statistical Shape Priors for Medical Images.
Jie Zhu-JacquotRamin ZabihPublished in: SITIS (2007)
Keyphrases
- medical images
- shape prior
- graph cuts
- deformable models
- statistical shape
- energy function
- level set based segmentation
- object segmentation
- object boundaries
- image intensity
- markov random field
- image segmentation
- anatomical structures
- medical imaging
- segmentation algorithm
- energy minimization
- interactive segmentation
- mr images
- graph cut segmentation
- magnetic resonance imaging
- robust segmentation
- mean shift
- magnetic resonance images
- belief propagation
- pose invariant
- curve evolution
- medical diagnosis
- shape representation
- active shape model
- energy functional
- variational framework
- active contour model
- graph cut optimization
- segmentation result
- shape variations
- level set
- statistical models
- prior knowledge
- labeling problems
- image analysis
- shape model
- image processing
- min cut
- user interaction
- maximum a posteriori