A new approach to feature extraction for wavelet-based texture classification.
Roni MittelmanMoshe PoratPublished in: ICIP (3) (2005)
Keyphrases
- texture classification
- feature extraction
- wavelet transform
- texture analysis
- texture features
- local binary pattern
- texture images
- multiresolution
- feature extraction and classification
- correct classification rate
- wavelet subbands
- rotation invariant
- preprocessing
- image analysis
- image processing
- feature vectors
- fractal analysis
- image compression
- pattern recognition
- extracted features
- pattern spectra
- image texture
- texture description
- natural textures
- gabor filters
- frequency domain
- support vector machine svm
- face recognition
- recognition algorithm
- wavelet coefficients
- probabilistic model
- image textures