790 search results - page 3 / 158 » Gaussian Process Dynamical Models for Human Motion |
261
Voted
MLMI
2007
Springer
16 years 15 days ago
2007
Springer
We describe a method for recovering 3D human body pose from silhouettes. Our model is based on learning a latent space using the Gaussian Process Latent Variable Model (GP-LVM) [1]...
216
Voted
GW
2009
Springer
15 years 4 months ago
2009
Springer
A challenge for 3D motion capture by monocular vision is 3D-2D projection ambiguities that may bring incorrect poses during tracking. In this paper, we propose improving 3D motion ...
192
Voted
ICML
2007
IEEE
16 years 7 months ago
2007
IEEE
We introduce models for density estimation with multiple, hidden, continuous factors. In particular, we propose a generalization of multilinear models using nonlinear basis functi...
187
Voted
ISVC
2009
Springer
16 years 27 days ago
2009
Springer
Abstract. In this work, synthesis of facial animation is done by modelling the mapping between facial motion and speech using the shared Gaussian process latent variable model. Bot...
78
Voted
ICPR
2008
IEEE
16 years 24 days ago
2008
IEEE