Skin Cancer Segmentation Using a Unified Markov Random Field.
Omran SalihSerestina ViririPublished in: ISVC (2018)
Keyphrases
- markov random field
- image segmentation
- mrf model
- energy function
- skin cancer
- textured images
- automated segmentation
- mrf models
- graph cuts
- label field
- prior model
- maximum a posteriori
- markov random field model
- belief propagation
- parameter estimation
- higher order
- segmentation method
- segmentation algorithm
- early detection
- shape prior
- pairwise
- pigmented skin lesions
- energy minimization
- labeling problems
- random fields
- skin lesion
- medical images
- spatial continuity
- malignant melanoma
- region growing
- object segmentation
- conditional random fields
- gibbs energy
- potential functions
- multiscale
- texture segmentation
- manual segmentation
- ct scans
- image intensity
- image reconstruction
- level set