Marginal MAP Estimation of a Bernoulli-Gaussian Signal: Continuous Relaxation Approach.
Pierre BarbaultMatthieu KowalskiCharles SoussenPublished in: EUSIPCO (2023)
Keyphrases
- map estimation
- continuous relaxation
- maximum likelihood
- maximum a posteriori
- mixed integer
- knapsack problem
- higher dimensional
- markov random field
- maximum a posterior
- linear programming
- noisy images
- em algorithm
- signal processing
- frequency domain
- feasible solution
- expectation maximization
- prune the search space
- cost function
- markov networks
- energy function
- linear program
- optimization problems
- network design problem
- denoising
- probability distribution
- pairwise