Deep neural networks for texture classification - A theoretical analysis.
Saikat BasuSupratik MukhopadhyayManohar KarkiRobert DiBianoSangram GangulyRamakrishna R. NemaniShreekant GayakaPublished in: Neural Networks (2018)
Keyphrases
- texture classification
- theoretical analysis
- neural network
- texture analysis
- correct classification rate
- local binary pattern
- texture images
- texture features
- rotation invariant
- image analysis
- pattern recognition
- pattern spectra
- natural textures
- texture descriptors
- feature extraction
- texture description
- image descriptors
- fractal analysis
- image textures
- gray level
- high dimensional
- filter responses
- training data
- image texture
- feature extraction and classification
- image segmentation