Skin Lesion Segmentation Using Enhanced Unified Markov Random Field.
Omran SalihSerestina ViririPublished in: MIKE (2018)
Keyphrases
- markov random field
- mrf model
- skin lesion
- image segmentation
- energy function
- iterated conditional modes
- label field
- mrf models
- graph cuts
- textured images
- prior model
- higher order
- belief propagation
- maximum a posteriori
- markov random field model
- energy minimization
- random fields
- pairwise
- shape prior
- level set
- labeling problems
- gibbs energy
- digital image processing
- spatial continuity
- segmentation method
- segmentation algorithm
- skin cancer
- medical images
- object segmentation
- region growing
- early detection
- bayesian estimation
- malignant melanoma
- long range
- potential functions
- image intensity
- conditional random fields
- image analysis
- multiscale
- color segmentation
- smoothness prior
- mrf optimization
- prior information