Posterior-Variance-Based Error Quantification for Inverse Problems in Imaging.
Dominik NarnhoferAndreas HabringMartin HollerThomas PockPublished in: CoRR (2022)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- low variance
- emission tomography
- optimization problems
- image processing
- partial differential equations
- optimization methods
- smoothness constraint
- early vision
- computer vision
- computationally expensive
- probabilistic model
- denoising
- high resolution
- image analysis
- optical imaging