Automated skin lesion segmentation via image-wise supervised learning and multi-scale superpixel based cellular automata.
Lei BiJinman KimEuijoon AhnDagan FengMichael J. FulhamPublished in: ISBI (2016)
Keyphrases
- cellular automata
- multiscale
- skin lesion
- image regions
- image segmentation
- edge detection
- segmentation method
- superpixels
- segmentation algorithm
- image segmentation algorithm
- supervised learning
- image analysis
- cellular automaton
- pixel level
- input image
- automatically segmented
- cellular automata model
- segmented images
- region growing
- discrete dynamical systems
- digital image processing
- color segmentation
- computer aided
- energy function
- scale space
- image features
- training data
- natural images
- segmentation accuracy
- level set
- automated segmentation
- chaotic dynamics
- image processing
- multiple objects
- early detection
- ground truth
- pattern formation
- pairwise