A New Gabor Filter Based Kernel for Texture Classification with SVM.
Mahdi SabriPaul W. FieguthPublished in: ICIAR (2) (2004)
Keyphrases
- texture classification
- support vector
- kernel function
- feature extraction
- feature space
- filter responses
- support vector machine svm
- texture features
- kernel methods
- feature vectors
- texture analysis
- gabor filters
- support vector machine
- local binary pattern
- texture images
- gabor wavelets
- correct classification rate
- kernel pca
- rotation invariant
- image analysis
- face recognition
- knn
- feature selection
- multi class
- image textures
- texture description
- feature set
- classification accuracy
- multiresolution
- training data
- image representation
- distance measure
- co occurrence
- image processing
- object detection
- input image
- pattern recognition
- natural textures
- machine learning