A Comparative Survey of Vision Transformers for Feature Extraction in Texture Analysis.
Leonardo F. S. ScabiniAndre SacilottiKallil M. C. ZielinskiLucas Correia RibasBernard De BaetsOdemir M. BrunoPublished in: CoRR (2024)
Keyphrases
- texture analysis
- feature extraction
- texture classification
- gabor filters
- texture segmentation
- texture features
- texture images
- multiresolution
- fractal dimension
- rotation invariant
- image processing
- texture discrimination
- image analysis
- local binary pattern
- texture characterization
- gray level
- computer vision
- texture description
- image analysis and computer vision
- co occurrence
- fractal analysis
- principal component analysis
- wavelet transform
- feature vectors
- pattern recognition
- face recognition
- feature selection
- multiscale
- gabor wavelets
- natural textures
- neural network
- gabor filtering
- texture information
- object recognition