Image surface texture analysis and classification using deep learning.
Akarsh AggarwalManoj KumarPublished in: Multim. Tools Appl. (2021)
Keyphrases
- texture analysis
- gabor filtering
- textural features
- deep learning
- image analysis
- image texture
- image classification
- texture discrimination
- texture features
- multiscale
- image features
- gabor filters
- feature extraction
- texture classification
- single image
- multiresolution
- brodatz textures
- input image
- machine learning
- gray level
- local binary pattern
- image representation
- image content
- rotation invariant
- feature vectors
- pattern recognition
- image segmentation
- unsupervised learning
- classification accuracy
- image retrieval
- co occurrence
- training set
- spatial information
- model selection
- texture images
- text classification
- higher order
- computer vision