Limit of the Accuracy of Parameter Estimation for Moving Single Molecules Imaged by Fluorescence Microscopy.
Yau WongZhiping LinRaimund J. OberPublished in: IEEE Trans. Signal Process. (2011)
Keyphrases
- similarity measure
- parameter estimation
- fluorescence microscopy
- maximum likelihood
- markov random field
- parameter estimation algorithm
- model selection
- random fields
- least squares
- parameter estimates
- em algorithm
- statistical models
- approximate inference
- model fitting
- estimation problems
- parameters estimation
- expectation maximization
- maximum likelihood estimation
- bayesian networks
- parameter values
- structure learning
- posterior distribution
- maximum a posteriori
- small samples