A novel comparative study for detection of Covid-19 on CT lung images using texture analysis, machine learning, and deep learning methods.
Hüseyin YasarMurat CeylanPublished in: Multim. Tools Appl. (2021)
Keyphrases
- texture analysis
- comparative study
- deep learning
- machine learning
- image analysis
- fractal dimension
- test images
- texture discrimination
- image database
- texture classification
- gabor filters
- pattern recognition
- texture characterization
- input image
- object detectors
- object detection
- computer vision
- learning algorithm
- image retrieval
- object recognition
- data mining
- color histogram
- brodatz textures
- ct images
- medical imaging
- unsupervised learning
- image features
- probabilistic model
- similarity measure