Coupling CRFs and Deformable Models for 3D Medical Image Segmentation.
Gabriel TsechpenakisJianhua WangBrandon MayerDimitris N. MetaxasPublished in: ICCV (2007)
Keyphrases
- deformable models
- conditional random fields
- medical images
- medical image analysis
- higher order
- object boundaries
- shape prior
- image segmentation
- statistical shape
- fully connected
- information extraction
- named entity recognition
- hidden markov models
- graphical models
- shape modeling
- level set method
- image analysis
- markov random field
- probabilistic model
- soft tissue
- deformable surface
- computer vision
- deformable contour
- cardiac mr
- carotid artery
- active appearance models
- machine learning
- volumetric images
- pairwise
- atlas construction
- bayesian networks
- auxiliary variables
- prior shape information
- feature based registration