Remarks, mostly historical, on signal detection and signal parameter estimation.
William L. RootPublished in: Proc. IEEE (1987)
Keyphrases
- signal detection
- parameter estimation
- maximum likelihood
- model selection
- least squares
- markov random field
- low signal to noise ratio
- statistical models
- weak signal
- em algorithm
- parameter estimation algorithm
- random fields
- parameters estimation
- estimation problems
- approximate inference
- posterior distribution
- structure learning
- maximum likelihood estimation
- expectation maximization
- parameter values
- parameter estimates
- gibbs sampling
- data mining
- maximum likelihood estimates
- three dimensional
- image processing