Autonomous Heart Rate Tracking Methodology Using Kalman Filter and the EM Algorithm.
Thiago T. SouzaBalakumar BalasingamRoman MaevPublished in: FUSION (2019)
Keyphrases
- kalman filter
- em algorithm
- heart rate
- expectation maximization
- kalman filtering
- particle filter
- maximum likelihood
- blood pressure
- object tracking
- mixture model
- update equations
- likelihood function
- target tracking
- generative model
- state estimation
- parameter estimation
- particle filtering
- heart rate variability
- gaussian mixture model
- maximum a posteriori
- motion parameters
- extended kalman filter
- mean shift
- expectation maximisation
- state space model
- ecg signals
- probability density function
- density estimation
- computer vision
- probabilistic model
- image segmentation
- data association
- visual tracking
- image sequences