A new deep learning pipeline to detect Covid-19 on chest X-ray images using local binary pattern, dual tree complex wavelet transform and convolutional neural networks.
Hüseyin YasarMurat CeylanPublished in: Appl. Intell. (2021)
Keyphrases
- x ray images
- deep learning
- local binary pattern
- x ray
- texture classification
- medical images
- face recognition
- multiscale
- texture analysis
- unsupervised learning
- rotation invariant
- machine learning
- texture features
- detection method
- face detection
- spatial information
- texture descriptors
- feature extraction
- background subtraction
- single view
- multi class
- active learning
- multiresolution
- viewpoint
- discrete wavelet transform
- texture images
- pairwise
- computer vision