Smoothing of, and Parameter Estimation from, Noisy Biophysical Recordings.
Quentin J. M. HuysLiam PaninskiPublished in: PLoS Comput. Biol. (2009)
Keyphrases
- parameter estimation
- maximum likelihood
- model selection
- markov random field
- least squares
- random fields
- em algorithm
- statistical models
- parameter values
- parameter estimation algorithm
- posterior distribution
- expectation maximization
- approximate inference
- model fitting
- estimation problems
- parameters estimation
- maximum likelihood estimation
- gibbs sampling
- curve fitting
- point correspondences
- data mining
- higher order
- image sequences
- image segmentation