Exploiting local and generic features for accurate skin lesions classification using clinical and dermoscopy imaging.
Zongyuan GeSergey DemyanovBehzad BozorgtabarMani AbediniRajib ChakravortyAdrian BowlingRahil GarnaviPublished in: ISBI (2017)
Keyphrases
- skin lesion
- diagnostic systems
- malignant melanoma
- digital image processing
- skin cancer
- extracted features
- classification accuracy
- early detection
- computer aided
- feature vectors
- feature set
- pigmented skin lesions
- feature extraction
- clinical applications
- early diagnosis
- automatically segmented
- image processing
- dermoscopy images
- medical imaging
- medical images
- pattern recognition
- support vector
- decision trees
- lesion segmentation
- digital images
- feature space
- textural features
- machine learning