Support Vector Machines for Texture Classification.
Kwang In KimKeechul JungSe Hyun ParkHang Joon KimPublished in: IEEE Trans. Pattern Anal. Mach. Intell. (2002)
Keyphrases
- texture classification
- support vector
- large margin classifiers
- learning machines
- texture analysis
- texture features
- local binary pattern
- texture images
- image analysis
- correct classification rate
- rotation invariant
- feature extraction and classification
- image textures
- feature extraction
- classification accuracy
- support vector machine
- natural textures
- filter responses
- texture description
- feature selection
- pattern spectra
- fractal analysis
- learning algorithm
- multiresolution
- face recognition
- brodatz textures
- distance measure
- highly discriminative
- multi class
- training data
- image sequences
- machine learning