A probabilistic approach for human everyday activities recognition using body motion from RGB-D images.
Diego R. FariaCristiano PremebidaUrbano NunesPublished in: RO-MAN (2014)
Keyphrases
- body movements
- upper body
- human activities
- human body
- static images
- body shape
- motion capture data
- human arm
- human motion
- space time
- motion model
- probabilistic model
- image sequences
- motion capture
- human movements
- wide variety
- human gait
- spatial and temporal
- motion estimation
- body posture
- moving objects
- gait analysis
- human subjects
- bayesian networks
- activity recognition
- humanoid robot
- human interaction
- human interactions
- activity analysis
- motion planning
- color images
- generative model
- gray scale
- action recognition
- motion analysis
- body parts
- human movement
- motion field
- motion segmentation
- motion tracking
- motion recognition
- human walking
- optical flow