A Structured Latent Space for Human Body Motion Generation.
Mathieu MarsotStefanie WuhrerJean-Sébastien FrancoStephane DurocherPublished in: 3DV (2022)
Keyphrases
- human body
- human motion
- motion capture
- latent space
- body pose
- pedestrian detection
- articulated objects
- body parts
- joint angles
- latent variables
- pose estimation
- lower dimensional
- gaussian process
- manifold learning
- motion tracking
- three dimensional
- motion analysis
- low dimensional
- image sequences
- motion model
- human actions
- generative model
- dimensionality reduction
- high dimensional
- feature space
- human pose
- matrix factorization
- em algorithm
- principal component analysis