An evaluation on models for particle filtering for resident tracking in a smart home using binary sensors.
Kan NgamakeurSira YongchareonVeronica LiesaputraJian YuPublished in: ACSW (2018)
Keyphrases
- particle filtering
- smart home
- particle filter
- visual tracking
- home automation
- object tracking
- conditional density
- dynamic bayesian networks
- kalman filtering
- appearance model
- observation model
- kalman filter
- mean shift
- real time tracking
- sequential monte carlo
- real time
- bayesian filtering
- articulated hand
- robust object tracking
- human motion
- state estimation
- human body tracking
- tracking scheme
- activity recognition
- motion model
- proposal distribution
- context aware
- image sequences
- prior knowledge
- state space
- ambient intelligence
- articulated body
- home environments
- sensor data
- multiple targets
- human activities