A fast non-convex optimization technique for human action recovery from misrepresented 3D motion capture data using trajectory movement and pair-wise hierarchical constraints.
M. S. Subodh RajSudhish N. GeorgePublished in: J. Ambient Intell. Humaniz. Comput. (2023)
Keyphrases
- human actions
- motion capture data
- human motion
- action recognition
- view invariant
- human movements
- pairwise
- human activities
- motion capture
- video sequences
- spatio temporal
- human body
- space time
- action sequences
- visual features
- human pose
- activity recognition
- motion primitives
- motion trajectories
- image sequences
- single view
- body parts
- multi view
- active learning
- probabilistic model
- reinforcement learning