The Devil is in the Upsampling: Architectural Decisions Made Simpler for Denoising with Deep Image Prior.
Yilin LiuJiang LiYunkui PangDong NiePew-Thian YapPublished in: ICCV (2023)
Keyphrases
- denoising
- image prior
- image denoising
- denoising algorithm
- total variation
- image restoration
- noisy images
- natural images
- image processing
- wavelet domain
- edge preserving
- natural scenes
- image deblurring
- partial differential equations
- noise removal
- markov random field
- frequency domain
- additive noise
- gaussian noise
- low resolution
- prior model
- map estimation
- edge information
- multiscale
- maximum a posteriori
- higher order