Bayesian Inference of Recurrent Switching Linear Dynamical Systems with Higher-Order Dependence.
Houxiang WangJiaqing ChenPublished in: Symmetry (2024)
Keyphrases
- bayesian inference
- linear dynamical systems
- higher order
- dynamical systems
- hidden markov models
- spatio temporal
- probabilistic model
- real valued
- prior information
- human motion
- video sequences
- hyperparameters
- dynamic textures
- pairwise
- latent variable models
- hidden variables
- particle filter
- conditional random fields
- markov networks
- spatial and temporal
- expectation propagation
- regression model
- image sequences
- graphical models
- optimal solution