Skin Lesion Segmentation Based on Region-Edge Markov Random Field.
Omran SalihSerestina ViririAdekanmi AdegunPublished in: ISVC (2) (2019)
Keyphrases
- markov random field
- mrf model
- skin lesion
- spatial continuity
- image segmentation
- energy function
- graph cuts
- mrf models
- label field
- belief propagation
- textured images
- markov random field model
- maximum a posteriori
- prior model
- energy minimization
- pairwise
- random fields
- edge detection
- higher order
- segmentation algorithm
- smoothness prior
- shape prior
- potential functions
- gradient information
- digital image processing
- image regions
- skin cancer
- multiscale
- gibbs energy
- level set
- conditional random fields
- computer aided
- malignant melanoma
- labeling problems
- bayesian framework
- image analysis
- segmentation method
- early detection
- region growing
- long range
- edge information
- texture segmentation
- foreground and background
- automated segmentation
- image enhancement
- bayesian estimation
- homogeneous regions