Automated skin lesion segmentation using K-Means clustering from digital dermoscopic images.
Ashi AgarwalAshish IssacMalay Kishore DuttaKamil RíhaVáclav UherPublished in: TSP (2017)
Keyphrases
- skin lesion
- skin cancer
- automated segmentation
- computer aided
- automatically segmented
- segmentation algorithm
- diagnostic systems
- fully automatic
- malignant melanoma
- image segmentation
- fully automated
- early detection
- segmentation method
- region growing
- digital image processing
- level set
- medical images
- segmentation accuracy
- multiscale
- energy function
- object segmentation
- segmented images
- logistic regression
- digital images
- multiresolution