On the influence of a detection step on lower bounds for deterministic parameter estimation.
Eric ChaumettePascal LarzabalPhilippe ForsterPublished in: IEEE Trans. Signal Process. (2005)
Keyphrases
- parameter estimation
- lower bound
- maximum likelihood
- markov random field
- least squares
- model selection
- em algorithm
- parameter estimation algorithm
- statistical models
- expectation maximization
- upper bound
- approximate inference
- parameter values
- model fitting
- objective function
- maximum likelihood estimation
- random fields
- gibbs sampling
- structure learning
- optimal solution
- posterior distribution
- special case
- estimation problems
- parameters estimation
- image sequences