Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators.
Reinhard HeckelMahdi SoltanolkotabiPublished in: ICLR (2020)
Keyphrases
- denoising
- image denoising
- spatially adaptive
- total variation
- image deconvolution
- wiener filter
- total variation regularization
- vector valued images
- noisy images
- natural images
- regularization term
- image processing
- wavelet domain
- regularization methods
- noise removal
- regularization parameter
- structural information
- denoising methods
- wavelet packet
- basis pursuit
- parameter selection
- regularization method
- gaussian noise
- fidelity term
- nonlinear diffusion
- higher order