Supervised texture classification: color space or texture feature selection?
Alice PorebskiNicolas VandenbrouckeLudovic MacairePublished in: Pattern Anal. Appl. (2013)
Keyphrases
- texture classification
- color space
- feature selection
- texture features
- feature extraction
- texture analysis
- color images
- texture images
- color features
- feature set
- local binary pattern
- natural textures
- image texture
- rotation invariant
- skin color
- brodatz textures
- machine learning
- texture descriptors
- color histogram
- texture information
- image analysis
- multi class
- color quantization
- support vector
- classification accuracy
- feature vectors
- color information
- fractal dimension
- training set
- post processing
- feature space
- object recognition
- matching algorithm
- pattern recognition
- image segmentation
- input image