Regression layer-based convolution neural network for synthetic aperture radar images: de-noising and super-resolution.
Aiman MousaYasser BadranGouda I. SalamaTarek A. MahmoudPublished in: Vis. Comput. (2023)
Keyphrases
- super resolution
- synthetic aperture radar images
- denoising
- image reconstruction
- low resolution
- synthetic aperture radar
- high resolution
- back projection
- image processing
- image restoration
- high quality
- low resolution images
- regression model
- image denoising
- motion estimation
- resolution enhancement
- multi frame
- natural images
- depth map
- super resolved
- image super resolution
- high resolution images
- support vector
- model selection
- super resolution reconstruction
- small samples
- linear regression
- sar images
- regression problems
- cross validation
- regression trees
- frequency domain
- computer vision
- high frequency