Gabor Filters as Feature Images for Covariance Matrix on Texture Classification Problem.
Jing Yi TouYong Haur TayPhooi Yee LauPublished in: ICONIP (2) (2008)
Keyphrases
- gabor filters
- texture classification
- texture analysis
- texture features
- covariance matrix
- filter responses
- image features
- texture images
- natural textures
- rotation invariant
- feature vectors
- texture segmentation
- image textures
- texture descriptors
- feature extraction
- texture information
- image analysis
- local binary pattern
- gabor wavelets
- fractal dimension
- covariance matrices
- principal component analysis
- multiresolution
- sample size
- dominant orientation
- feature descriptors
- highly discriminative
- palmprint
- filtered images
- color features
- feature set
- gray level
- machine learning
- co occurrence
- texture synthesis
- neural network
- distance measure
- low pass
- gaussian derivatives
- objective function
- maximum likelihood
- color images
- model selection