An MRF Model for Biomedical Image Segmentation.
Daekeun YouSameer K. AntaniDina Demner-FushmanGeorge R. ThomaPublished in: CBMS (2014)
Keyphrases
- mrf model
- image segmentation
- markov random field
- image segmentation algorithm
- graph cuts
- multiscale
- observation model
- energy function
- parameter estimation
- information extraction
- active contours
- random fields
- maximum a posteriori
- object segmentation
- mrf models
- segmentation algorithm
- pairwise
- bayesian framework
- region growing
- image processing
- level set method
- smoothness prior
- gray level
- computer vision
- higher order
- conditional random fields
- segmentation method
- texture segmentation
- potential functions
- region merging
- expectation maximization
- initial segmentation
- bayesian networks