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: ICIP (2022)
Keyphrases
- texture features
- feature vectors
- feature extraction
- texture feature extraction
- convolutional neural networks
- gabor filtering
- texture analysis
- feature set
- wavelet features
- texture classification
- textural features
- pattern recognition
- gabor filters
- classification accuracy
- texture images
- gray level
- gabor wavelets
- feature space
- lung nodules
- texture information
- decision trees
- image classification
- image features
- local binary pattern
- shape features
- rotation invariant
- texture patterns
- texture descriptors
- feature selection
- color features
- color and texture features
- training set
- global image features
- distance measure
- image processing
- gray level co occurrence matrix
- data sets
- linear discriminant classifier
- object detection
- computer vision
- machine learning