Nonlinear State-Space Modeling of Human Motion Using 2-D Marker Observations.
Paavo VartiainenTimo BraggeJari P. ArokoskiPasi A. KarjalainenPublished in: IEEE Trans. Biomed. Eng. (2014)
Keyphrases
- human motion
- state space
- human body
- dynamical models
- motion capture
- optical motion capture
- video sequences
- linear dynamical systems
- human motion tracking
- body parts
- human motion analysis
- motion sequences
- spatio temporal
- human movement
- image sequences
- human movements
- articulated motion
- dynamic programming
- dynamical model
- motion capture data
- human actions
- gait recognition
- motion recognition
- articulated body
- dynamical systems
- gait analysis
- articulated objects
- particle filter
- optimal policy