48 search results - page 4 / 10 » Real-time Body Tracking Using a Gaussian Process Latent Vari... |
120
click to vote
CVPR
1999
IEEE
16 years 3 months ago
1999
IEEE
A common method for real-time segmentation of moving regions in image sequences involves "background subtraction," or thresholding the error between an estimate of the i...
92
Voted
ICCV
2005
IEEE
15 years 7 months ago
2005
IEEE
We advocate the use of Scaled Gaussian Process Latent Variable Models (SGPLVM) to learn prior models of 3D human pose for 3D people tracking. The SGPLVM simultaneously optimizes a...
152
Voted
CVPR
2008
IEEE
16 years 3 months ago
2008
IEEE
Current approaches to pose estimation and tracking can be classified into two categories: generative and discriminative. While generative approaches can accurately determine human...
117
Voted
BMVC
2001
15 years 4 months ago
2001
A large body of human image processing techniques use skin detection as a first primitive for subsequent feature extraction. Well established methods of colour modelling, such as...
112
click to vote
PAMI
2008
15 years 1 months ago
2008
We introduce Gaussian process dynamical models (GPDMs) for nonlinear time series analysis, with applications to learning models of human pose and motion from high-dimensional motio...