Solving Inverse Problems by Joint Posterior Maximization with Autoencoding Prior.
Mario GonzálezAndrés AlmansaPauline TanPublished in: SIAM J. Imaging Sci. (2022)
Keyphrases
- inverse problems
- image reconstruction
- global optimization
- convex optimization
- optimization problems
- early vision
- maximum a posteriori
- bayesian framework
- emission tomography
- objective function
- optimization methods
- smoothness constraint
- parameter space
- computationally expensive
- genetic algorithm
- optimization algorithm
- particle swarm optimization
- higher order
- image registration
- probabilistic model
- multiscale