On the Benefits of 3D Pose and Tracking for Human Action Recognition.
Jathushan RajasegaranGeorgios PavlakosAngjoo KanazawaChristoph FeichtenhoferJitendra MalikPublished in: CoRR (2023)
Keyphrases
- articulated objects
- person detection
- partial occlusion
- head motion
- human pose
- pose tracking
- upper body
- pose estimation
- pose recovery
- real time
- action recognition
- physically plausible
- d objects
- monocular images
- visual tracking
- kalman filter
- robust tracking
- rigid objects
- extended kalman filters
- three dimensional
- motion analysis
- appearance model
- motion tracking
- human detection
- position and orientation
- moving target
- cluttered background
- video surveillance
- tracking accuracy
- joint angles
- human actions
- degrees of freedom
- activity recognition
- facial expressions
- image sequences