DragPoser: Motion Reconstruction from Variable Sparse Tracking Signals via Latent Space Optimization.
Jose Luis PontonEduard PujolAndreas AristidouCarlos AndújarNuria PelechanoPublished in: CoRR (2024)
Keyphrases
- latent space
- dynamical model
- motion model
- motion analysis
- motion tracking
- motion segmentation
- gaussian process latent variable models
- high dimensional
- low dimensional
- human motion
- motion estimation
- latent variables
- gaussian process
- particle filter
- image sequences
- parameter space
- dimensionality reduction
- motion capture
- camera motion
- lower dimensional
- visual tracking
- joint angles
- object tracking
- manifold learning
- articulated objects
- computer vision
- random variables
- high dimensional data
- gaussian processes
- appearance model
- feature points
- markerless
- probabilistic model