Combining Structural and Statistical Features in a Machine Learning Technique for Texture Classification.
Jerzy W. BalaPublished in: IEA/AIE (Vol. 1) (1990)
Keyphrases
- distance measure
- texture classification
- texture features
- correct classification rate
- machine learning
- texture analysis
- gabor filters
- feature extraction
- local binary pattern
- brodatz textures
- highly discriminative
- feature extraction and classification
- image texture
- texture images
- rotation invariant
- statistical methods
- feature set
- texture description
- filter responses
- feature descriptors
- pattern recognition
- feature vectors
- natural textures
- image analysis
- decision trees
- multiscale
- extracted features
- spatial information
- co occurrence
- three dimensional
- image descriptors
- recognition rate
- image processing
- color descriptors
- feature selection
- learning algorithm