Bag-of-Features Classification Model for the Diagnose of Melanoma in Dermoscopy Images Using Color and Texture Descriptors.
Catarina BarataJorge S. MarquesTeresa MendonçaPublished in: ICIAR (2013)
Keyphrases
- bag of features
- dermoscopy images
- texture descriptors
- skin lesion
- early diagnosis
- feature descriptors
- image classification
- visual features
- object recognition
- cbir systems
- local binary pattern
- malignant melanoma
- image representation
- computer aided diagnosis
- visual words
- action recognition
- texture analysis
- color images
- texture features
- rotation invariant
- color features
- gabor filters
- color histogram
- early detection
- color information
- discriminative power
- texture classification
- skin cancer
- texture images
- image features
- bag of words
- feature extraction
- computer vision
- multiscale
- feature vectors
- image retrieval
- pattern recognition
- image matching
- co occurrence
- feature points