Motion-DVAE: Unsupervised learning for fast human motion denoising.
Guénolé FicheSimon LeglaiveXavier Alameda-PinedaRenaud SéguierPublished in: MIG (2023)
Keyphrases
- human motion
- unsupervised learning
- denoising
- motion capture
- human body
- image sequences
- video sequences
- motion sequences
- motion recognition
- human movements
- motion capture data
- body parts
- human motion tracking
- spatio temporal
- motion synthesis
- optical motion capture
- supervised learning
- gait recognition
- human movement
- image processing
- articulated motion
- dynamical model
- articulated body
- expectation maximization
- dimensionality reduction
- motion trajectories
- human actions
- machine learning
- motion primitives
- reinforcement learning
- body posture
- principal component analysis
- human motion analysis
- dynamical models
- human computer interaction
- human pose
- motion tracking