Comparison of feature selection schemes for color texture classification.
Alice PorebskiNicolas VandenbrouckeLudovic MacairePublished in: IPTA (2010)
Keyphrases
- texture classification
- feature selection
- texture description
- feature extraction
- texture images
- texture analysis
- color descriptors
- image texture
- local binary pattern
- correct classification rate
- texture features
- color information
- rotation invariant
- natural textures
- color images
- feature set
- image analysis
- color features
- texture descriptors
- brodatz textures
- image textures
- support vector
- gabor filters
- image regions
- color space
- textured images
- machine learning
- standard deviation
- texture information
- texture segmentation
- multi class
- support vector machine
- feature space
- training data
- image processing
- neural network