A One-Step-Ahead Smoothing-Based Joint Ensemble Kalman Filter for State-Parameter Estimation of Hydrological Models.
Mohamad E. GharamtiBoujemaa Ait-El-FquihIbrahim HoteitPublished in: DyDESS (2014)
Keyphrases
- parameter estimation
- kalman filter
- statistical models
- state estimation
- model selection
- update equations
- random fields
- maximum likelihood
- estimation problems
- least squares
- em algorithm
- markov random field
- model fitting
- kalman filtering
- state space model
- parameter estimates
- particle filter
- parameter estimation algorithm
- approximate inference
- posterior distribution
- feature selection
- extended kalman filter
- motion parameters
- mean shift
- image classification
- expectation maximization
- data association
- color images
- simultaneous localization and mapping
- object tracking
- conditional random fields