Exploring the Effect of Image Enhancement Techniques on COVID-19 Detection using Chest X-rays Images.
Tawsifur RahmanAmith KhandakarYazan QiblaweyAnas M. TahirSerkan KiranyazSaad Bin Abul KashemMohammad Tariqul IslamSomaya Al-MáadeedSusu M. ZughaierMuhammad Salman KhanMuhammad Enamul Hoque ChowdhuryPublished in: CoRR (2020)
Keyphrases
- chest radiographs
- image enhancement
- x ray
- image analysis
- edge detection
- contrast enhancement
- image processing
- image contrast enhancement
- x ray images
- color image enhancement
- three dimensional
- lung nodules
- histogram equalization
- input image
- gamma correction
- image data
- enhanced image
- transfer function
- homomorphic filtering
- active shape model
- medical imaging
- ct scans
- region of interest
- computer tomography
- segmentation algorithm
- remote sensing
- detection algorithm
- pattern recognition
- multiscale
- color restoration
- high quality