Implicit Maximum a Posteriori Filtering via Adaptive Optimization.
Gianluca M. BencomoJake C. SnellThomas L. GriffithsPublished in: CoRR (2023)
Keyphrases
- maximum a posteriori
- markov random field
- map estimation
- maximum likelihood
- image reconstruction
- bayesian framework
- posterior distribution
- em algorithm
- expectation maximization
- prior model
- optimization method
- edge preserving
- energy function
- prior distribution
- image super resolution
- generalized gaussian
- map inference
- hyperparameters
- natural images
- edge detection
- high resolution