A shape-driven MRF model for the segmentation of organs in medical images.
Deepak Roy ChittajalluShishir K. ShahIoannis A. KakadiarisPublished in: CVPR (2010)
Keyphrases
- medical images
- mrf model
- markov random field
- medical imaging
- anatomical structures
- medical image segmentation
- deformable models
- shape prior
- image segmentation
- energy function
- image intensity
- liver segmentation
- soft tissue
- shape analysis
- mr images
- medical image analysis
- magnetic resonance images
- ct images
- computed tomography
- shape model
- magnetic resonance imaging
- imaging modalities
- maximum a posteriori
- mri images
- initial segmentation
- region of interest
- mrf models
- segmentation of medical images
- organ segmentation
- x ray images
- magnetic resonance
- computer aided diagnosis
- graph cuts
- bayesian framework
- abdominal organs
- random fields
- higher order
- biomedical images
- clinical applications
- brain images
- parameter estimation
- pairwise
- computer tomography
- multiscale
- energy functional
- conditional random fields
- segmentation algorithm
- x ray
- multimodal medical images