The Role of Keypoint Sampling on the Classification of Melanomas in Dermoscopy Images Using Bag-of-Features.
Catarina BarataJorge S. MarquesJorge RozeiraPublished in: IbPRIA (2013)
Keyphrases
- bag of features
- image classification
- dense sampling
- support vector
- classification accuracy
- pattern recognition
- skin cancer
- decision trees
- pigmented skin lesions
- dermoscopy images
- malignant melanoma
- visual features
- skin lesion
- object recognition
- action recognition
- feature extraction
- image representation
- visual words
- image features
- feature vectors
- appearance descriptors
- machine learning
- medical images
- feature set
- feature descriptors
- early detection
- pairwise