Automatic detection of COVID-19 using pruned GLCM-Based texture features and LDCRF classification.
Samy BakheetAyoub Al-HamadiPublished in: Comput. Biol. Medicine (2021)
Keyphrases
- texture features
- automatic detection
- feature vectors
- automatic classification
- feature extraction
- texture feature extraction
- texture analysis
- gabor filtering
- textural features
- gray level co occurrence matrix
- texture classification
- feature set
- shape features
- wavelet features
- gabor filters
- gray level
- automatically detecting
- local binary pattern
- texture images
- rotation invariant
- gabor wavelets
- texture information
- image features
- textured images
- color features
- texture features are extracted
- grey level co occurrence matrix
- texture patterns
- color and texture features
- distance measure
- texture descriptors
- classification accuracy
- similarity measure
- texture discrimination
- image classification
- feature selection
- feature space
- machine learning
- texture segmentation
- learning algorithm
- bank of gabor filters
- decision trees
- training set
- lung nodules
- natural images
- computer aided