DeepBayes - An estimator for parameter estimation in stochastic nonlinear dynamical models.
Anubhab GhoshMohamed AbdalmoatySaikat ChatterjeeHåkan HjalmarssonPublished in: Autom. (2024)
Keyphrases
- parameter estimation
- dynamical models
- statistical models
- maximum likelihood
- least squares
- dynamical model
- dynamical systems
- model selection
- random fields
- gaussian process
- markov random field
- visual tracking
- posterior distribution
- em algorithm
- expectation maximization
- motion model
- markov fields
- maximum a posteriori
- human motion
- approximate inference
- hyperparameters
- higher order
- video sequences
- image sequences
- regression model
- high dimensional