260 search results - page 6 / 52 » Unsupervised Learning of Human Motion Models |
CVPR
2006
IEEE
15 years 27 days ago
2006
IEEE
We advocate the use of Gaussian Process Dynamical Models (GPDMs) for learning human pose and motion priors for 3D people tracking. A GPDM provides a lowdimensional embedding of hu...
ICRA
2009
IEEE
14 years 5 months ago
2009
IEEE
— A new approach to the 3D human motion tracking problem is proposed, which combines several particle filters with a physical simulation of a flexible body model. The flexible...
CVPR
2012
IEEE
12 years 1 months ago
2012
IEEE
We study unsupervised learning of occluding objects in images of visual scenes. The derived learning algorithm is based on a probabilistic generative model which parameterizes obj...
CVPR
1997
IEEE
15 years 27 days ago
1997
IEEE
A framework for learning parameterized models of optical flow from image sequences is presented. A class of motions is represented by a set of orthogonal basis flow fields that ar...
ECCV
2006
Springer
14 years 2 months ago
2006
Springer