Automatic skin lesions segmentation based on a new morphological approach via geodesic active contour.
Francisco Fábio Ximenes VasconcelosAldísio Gonçalves MedeirosSolon Alves PeixotoPedro Pedrosa Rebouças FilhoPublished in: Cogn. Syst. Res. (2019)
Keyphrases
- geodesic active contours
- lesion segmentation
- skin lesion
- level set
- active contours
- fully automatic
- level set method
- graph cuts
- active contour model
- image segmentation
- multiscale
- segmentation method
- diagnostic systems
- segmentation algorithm
- automatically segmented
- early detection
- pigmented skin lesions
- multiple objects
- computer aided
- skin cancer
- medical images
- malignant melanoma
- image processing
- digital image processing
- shape prior
- energy function
- object segmentation
- quantitative evaluation
- fully automated
- region merging
- automated segmentation
- stereo matching
- image analysis