A novel study for automatic two-class COVID-19 diagnosis (between COVID-19 and Healthy, Pneumonia) on X-ray images using texture analysis and 2-D/3-D convolutional neural networks.
Hüseyin YasarMurat CeylanPublished in: Multim. Syst. (2023)
Keyphrases
- texture analysis
- x ray images
- x ray
- multiresolution
- image analysis
- texture classification
- gray level
- texture description
- rotation invariant
- fractal dimension
- texture features
- local binary pattern
- convolutional neural networks
- neural network
- texture discrimination
- texture images
- gabor filters
- co occurrence
- feature extraction
- single view
- image texture
- image registration
- pattern recognition