Calibration of a microdialysis sensor and recursive glucose level estimation in ICU patients using Kalman and particle filtering.
Alexandros C. CharalampidisKonstantinos PontikisGeorgios D. MitsisGeorge DimitriadisVaia LampadiariVasilis Z. MarmarelisApostolos ArmaganidisGeorge P. PapavassilopoulosPublished in: Biomed. Signal Process. Control. (2016)
Keyphrases
- particle filtering
- kalman filtering
- kalman filter
- state estimation
- importance sampling
- particle filter
- visual tracking
- clinical data
- intensive care units
- extended kalman filter
- human motion
- intensive care unit
- dynamic bayesian networks
- object tracking
- mean shift
- robust object tracking
- bayesian filtering
- appearance model
- conditional density
- estimation algorithm
- sequential monte carlo
- camera calibration
- state space
- high risk
- intensive care
- medical data
- ego motion estimation
- image sequences