Human gait parameter estimation based on micro-doppler signatures using particle filters.
Mehmet Burak GuldoganFredrik GustafssonUmut OrgunerS. BjorklundHenrik PeterssonAmer NezirovicPublished in: ICASSP (2011)
Keyphrases
- parameter estimation
- human gait
- particle filter
- estimation problems
- gait analysis
- markov chain monte carlo
- human body
- least squares
- visual tracking
- gait recognition
- object tracking
- particle filtering
- maximum likelihood
- model selection
- markov random field
- likelihood function
- em algorithm
- state space
- kalman filter
- appearance model
- image sequences
- posterior distribution
- motion model
- mean shift
- state estimation
- expectation maximization
- data association
- proposal distribution
- multiple objects
- approximate inference
- pose estimation
- body parts
- dynamic programming
- image segmentation