Partially Observable Markov Decision Subject to Total Variation Distance Ambiguity.
Ioannis TzortzisCharalambos D. CharalambousPublished in: CDC (2022)
Keyphrases
- total variation
- image restoration
- denoising
- image denoising
- convex optimization
- regularization term
- blind deconvolution
- minimization problems
- regularization methods
- color image restoration
- image processing
- total variation regularization
- total variation minimization
- augmented lagrangian
- image deblurring
- fidelity term
- dual formulation
- operator splitting
- multiplicative noise removal
- mumford shah
- natural images
- image compression
- blurred images
- cost function
- alternating direction method of multipliers
- objective function
- bayesian networks