150 search results - page 14 / 30 » Nonparametric Density Estimation for Human Pose Tracking |
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...
118
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ICCV
2007
IEEE
15 years 7 months ago
2007
IEEE
Multi-camera networks offer potentials for a variety of novel human-centric applications through provisioning of rich visual information. In this paper, face orientation analysis ...
135
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ICRA
2007
IEEE
15 years 7 months ago
2007
IEEE
— This paper presents a novel whole body motion estimation method by fitting a deformable articulated model of the human body into the 3D reconstructed volume obtained from mult...
107
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TIP
2002
15 years 1 months ago
2002
In this paper, a generic approach to simultaneous tracking and verification in video data is presented. The approach is based on posterior density estimation using sequential Monte...
122
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ICCV
2001
IEEE
16 years 3 months ago
2001
IEEE
We present a comprehensive treatment of 3D object tracking by posing it as a nonlinear state estimation problem. The measurements are derived using the outputs of shape-encoded fi...