A novel information theoretic approach to wavelet feature selection for texture classification.
Imran NaseemDuc-Son PhamSvetha VenkateshPublished in: Comput. Electr. Eng. (2013)
Keyphrases
- texture classification
- feature selection
- feature extraction
- texture analysis
- feature extraction and classification
- local binary pattern
- wavelet transform
- correct classification rate
- texture features
- texture images
- rotation invariant
- rotation invariant texture classification
- feature set
- multiscale
- multi class
- wavelet coefficients
- image analysis
- denoising
- multiresolution
- image processing
- image texture
- feature space
- machine learning
- brodatz textures
- texture description
- wavelet subbands
- support vector machine
- pattern recognition
- object recognition
- filter responses
- feature vectors
- similarity measure
- classification accuracy
- wavelet decomposition
- natural textures
- background subtraction
- object detection