Automatic Skin Lesion Segmentation Based on Supervised Learning.
Yefen WuFengying XieZhiguo JiangRusong MengPublished in: ICIG (2013)
Keyphrases
- skin lesion
- supervised learning
- lesion segmentation
- fully automatic
- diagnostic systems
- skin cancer
- malignant melanoma
- segmentation algorithm
- image segmentation
- digital image processing
- computer aided
- semi supervised
- segmentation method
- region growing
- active learning
- level set
- automatically segmented
- training set
- automated segmentation
- learning algorithm
- medical images
- training data
- semi automatic
- segmented images
- color image segmentation
- early detection
- segmentation accuracy
- energy function
- region merging
- quantitative evaluation
- early diagnosis
- image analysis
- shape prior
- edge detection
- graph cuts