On the role of texture and color in the classification of dermoscopy images.
Jorge S. MarquesCatarina BarataTeresa MendonçaPublished in: EMBC (2012)
Keyphrases
- skin lesion
- dermoscopy images
- classification accuracy
- feature extraction
- textural features
- preprocessing
- decision trees
- color information
- malignant melanoma
- pigmented skin lesions
- machine learning
- color space
- pattern recognition
- digital image processing
- feature vectors
- support vector machine svm
- support vector
- feature selection
- support vector machine
- color features
- image enhancement
- training set
- learning algorithm