A theoretical analysis of Deep Neural Networks for texture classification.
Saikat BasuManohar KarkiSupratik MukhopadhyaySangram GangulyRamakrishna R. NemaniRobert DiBianoShreekant GayakaPublished in: IJCNN (2016)
Keyphrases
- texture classification
- theoretical analysis
- neural network
- texture analysis
- texture images
- texture features
- local binary pattern
- correct classification rate
- image analysis
- pattern recognition
- rotation invariant
- feature extraction
- natural textures
- texture description
- fractal analysis
- pattern spectra
- image textures
- scale and rotation invariant
- brodatz textures
- feature extraction and classification
- image texture
- image features
- highly discriminative
- texture descriptors
- texture information