Effect of time discretization on the limit of the accuracy of parameter estimation for moving single molecules imaged by fluorescence microscopy.
Yau WongZhiping LinRaimund J. OberPublished in: ISBI (2012)
Keyphrases
- parameter estimation
- fluorescence microscopy
- maximum likelihood
- model selection
- least squares
- markov random field
- parameter estimates
- statistical models
- em algorithm
- parameter values
- parameter estimation algorithm
- expectation maximization
- random fields
- structure learning
- estimation problems
- parameters estimation
- posterior distribution
- three dimensional
- gibbs sampling
- feature selection
- experimental data
- maximum likelihood estimation
- image sequences
- position estimation