Exploring the role of texture features in deep convolutional neural networks: Insights from Portilla-Simoncelli statistics.
Yusuke HamanoShoko NagasakaHayaru ShounoPublished in: Neural Networks (2023)
Keyphrases
- texture features
- convolutional neural networks
- texture analysis
- texture classification
- gabor filters
- gray level
- gabor wavelets
- feature vectors
- texture images
- image features
- texture information
- texture feature extraction
- local binary pattern
- shape features
- rotation invariant
- distance measure
- feature extraction
- color features
- textured images
- convolutional network
- texture descriptors
- feature set
- bank of gabor filters
- gabor filter bank
- texture patterns
- color and texture features
- gray level co occurrence matrix
- training data