Influence of prior knowledge on the accuracy limit of parameter estimation in single-molecule fluorescence microscopy.
Zhiping LinYau WongRaimund J. OberPublished in: ISCAS (2013)
Keyphrases
- parameter estimation
- fluorescence microscopy
- prior knowledge
- maximum likelihood
- least squares
- em algorithm
- model selection
- random fields
- parameter estimates
- statistical models
- markov random field
- parameter values
- expectation maximization
- parameter estimation algorithm
- maximum likelihood estimation
- parameters estimation
- model fitting
- image sequences
- estimation problems
- generative model
- approximate inference
- multispectral
- gibbs sampling
- prior information
- data mining
- domain knowledge
- three dimensional