Depth-Aware Action Recognition: Pose-Motion Encoding through Temporal Heatmaps.
Mattia SegùFederico PirovanoGianmario FumagalliAmedeo FabrisPublished in: CoRR (2020)
Keyphrases
- action recognition
- motion history images
- human motion capture data
- human pose
- recognizing human actions
- recognition of human actions
- static images
- recognizing actions
- depth sensors
- spatial temporal
- human movements
- action recognition in videos
- human actions
- motion features
- spatial and temporal
- bag of words
- depth cameras
- action classification
- space time
- human detection
- body parts
- motion capture data
- activity recognition
- action primitives
- mid level
- spatio temporal
- action detection
- view invariant
- human motion
- pose estimation
- position and orientation
- motion analysis
- temporal information
- computer vision
- depth images
- motion estimation
- depth information
- image sequences
- scene flow
- depth map
- motion trajectories
- human body
- d objects
- human activity recognition
- body pose
- camera motion
- robust tracking
- motion recognition
- motion capture
- motion patterns
- optical flow
- human activities
- moving objects