Denoising and Regularization via Exploiting the Structural Bias of Convolutional Generators.
Reinhard HeckelMahdi SoltanolkotabiPublished in: CoRR (2019)
Keyphrases
- denoising
- image denoising
- image deconvolution
- total variation
- spatially adaptive
- noisy images
- vector valued images
- total variation regularization
- image processing
- wiener filter
- denoising algorithm
- regularization term
- basis pursuit
- wavelet domain
- restricted boltzmann machine
- structural information
- machine learning
- gaussian noise
- wavelet denoising
- regularization methods
- deep learning
- denoising methods
- noise removal
- natural images
- nonlinear diffusion
- bilateral filter
- regularization method
- low variance
- unsupervised learning
- network architecture
- computer vision