Towards an automatic bag-of-features model for the classification of dermoscopy images: The influence of segmentation.
Catarina BarataJorge S. MarquesM. Emre CelebiPublished in: ISPA (2013)
Keyphrases
- pigmented skin lesions
- dermoscopy images
- fully automatic
- classification accuracy
- decision trees
- skin lesion
- automated detection
- pattern recognition
- training set
- feature extraction
- malignant melanoma
- segmentation algorithm
- image analysis
- feature set
- level set
- computer aided diagnosis
- data sets
- feature space
- automated analysis
- low contrast
- training data
- segmentation method
- medical images
- input image
- support vector machine