SWDGAN: GAN-based sampling and whole image denoising network for compressed sensing image reconstruction.
Ye TianXiuli ChaiZhihua GanYang LuYushu ZhangShiping SongPublished in: J. Electronic Imaging (2021)
Keyphrases
- compressed sensing
- image reconstruction
- image denoising
- natural images
- denoising
- noisy images
- total variation
- super resolution
- partial differential equations
- image processing
- wavelet domain
- random projections
- wavelet coefficients
- maximum a posteriori
- multiscale
- input image
- random sampling
- inverse problems
- image patches
- higher order
- pattern recognition
- feature extraction
- high dimensional data
- image data
- image analysis
- object recognition
- radon transform
- high quality
- feature selection