Efficient Convex Optimization for Non-convex Non-smooth Image Restoration.
Xinyi LiJing YuanXue-Cheng TaiSanyang LiuPublished in: J. Sci. Comput. (2024)
Keyphrases
- convex optimization
- image restoration
- total variation
- interior point methods
- convex relaxation
- convex programming
- edge preserving
- denoising
- image processing
- minimization problems
- augmented lagrangian method
- augmented lagrangian
- primal dual
- low rank
- markov random field
- super resolution
- regularization methods
- regularization parameter
- image deblurring
- motion blur
- restored image
- regularization term
- blind deconvolution
- regularization method
- image denoising
- convex sets
- convex optimization problems
- gaussian noise
- inverse problems
- degraded images