State and parameter estimation of the heat shock response system using Kalman and particle filters.
Xin LiuMahesan NiranjanPublished in: Bioinform. (2012)
Keyphrases
- parameter estimation
- estimation problems
- particle filter
- state estimation
- markov chain monte carlo
- kalman filter
- state space
- maximum likelihood
- least squares
- model selection
- markov random field
- em algorithm
- particle filtering
- kalman filtering
- parameter estimation algorithm
- statistical models
- random fields
- posterior distribution
- mean shift
- expectation maximization
- object tracking
- visual tracking
- likelihood function
- motion model
- approximate inference
- tracking framework
- human motion
- monte carlo
- dynamic environments
- proposal distribution
- data mining