Classification of dermatological ulcers based on tissue composition and color texture features.
Silvio Moreto PereiraMarco Andrey Cipriani FradeRangaraj Mandayam RangayyanPaulo Mazzoncini de Azevedo MarquesPublished in: ISABEL (2011)
Keyphrases
- texture features
- gabor filtering
- color features
- color and texture features
- feature vectors
- textural features
- texture feature extraction
- texture analysis
- texture features are extracted
- feature extraction
- texture classification
- feature set
- texture information
- texture patterns
- color and texture information
- gabor filters
- shape features
- rotation invariant
- image features
- classification accuracy
- pixel classification
- textured images
- local binary pattern
- wavelet features
- gray level
- skin lesion
- image texture
- feature space
- texture description
- machine learning
- image classification
- decision trees
- support vector
- texture descriptors
- gabor wavelets
- lung nodules
- color information
- texture images
- feature selection
- color images
- data sets
- bank of gabor filters
- gray level co occurrence matrix
- image processing
- breast tissue
- image segmentation
- image analysis
- multiresolution
- color texture
- wavelet transform
- image database
- natural images