Calculation of Cramer Rao maximum a posteriori lower bounds from training data.
Cheng-Hsiung HsiehMichael T. ManryTing-Cheng ChangPublished in: SMC (1998)
Keyphrases
- cramer rao
- maximum a posteriori
- lower bound
- training data
- image registration
- map estimation
- markov random field
- upper bound
- image reconstruction
- maximum likelihood
- prior model
- noise level
- expectation maximization
- hyperparameters
- parameter estimates
- np hard
- fisher information
- em algorithm
- bayesian framework
- error bounds
- energy function
- worst case
- optimal solution
- training set
- posterior distribution
- higher order
- prior distribution
- parameter estimation
- objective function
- prior knowledge
- image analysis
- graph cuts
- image pairs
- generalized gaussian
- pairwise
- noisy images
- multiscale