Severity classification in cases of Collagen VI-related myopathy with Convolutional Neural Networks and handcrafted texture features.
Rafael RodriguesSusana Quijano-RoyRobert-Yves CarlierAntónio M. G. PinheiroPublished in: CoRR (2022)
Keyphrases
- texture features
- feature vectors
- texture feature extraction
- feature extraction
- feature set
- convolutional neural networks
- texture analysis
- gabor filtering
- texture classification
- textural features
- wavelet features
- classification accuracy
- distance measure
- image features
- color features
- lung nodules
- pattern recognition
- gabor wavelets
- support vector
- gabor filters
- machine learning
- feature selection
- texture images
- gray level
- rotation invariant
- shape features
- local binary pattern
- image classification
- color and texture features
- image processing
- image segmentation
- decision trees
- fractal dimension
- texture descriptors
- object recognition
- texture discrimination
- gray level co occurrence matrix
- linear discriminant classifier