A deep primal-dual proximal network for image restoration.
Mingyuan JiuNelly PustelnikPublished in: CoRR (2020)
Keyphrases
- image restoration
- primal dual
- total variation
- convex optimization
- edge preserving
- linear programming
- linear program
- interior point methods
- linear programming problems
- convergence rate
- markov random field
- approximation algorithms
- image processing
- image deblurring
- super resolution
- blurred images
- image restoration problems
- iterative image restoration
- restoration algorithm
- regularization method
- interior point
- modified hopfield neural network
- regularization parameter
- image deconvolution
- restoration method
- algorithm for linear programming
- degraded images
- augmented lagrangian
- machine learning
- regularization term
- anisotropic diffusion
- belief propagation
- image denoising
- upper bound