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» Learning 3D Appearance Models from Video
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146
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CIARP
2009
Springer
15 years 10 months ago
3D and Appearance Modeling from Images
This paper gives an overview of works done in our group on 3D and appearance modeling of objects, from images. The backbone of our approach is to use what we consider as the princi...
Peter F. Sturm, Amaël Delaunoy, Pau Gargallo,...
164
Voted
ICIP
2007
IEEE
16 years 5 months ago
3D Human Motion Tracking using Manifold Learning
This paper introduces a framework to track 3D human movement using Gaussian process dynamic model (GPDM) and particle filter. The framework combines the particle filter and discri...
Feng Guo, Gang Qian
92
Voted
VISAPP
2010
15 years 1 months ago
View-based Appearance Model Online Learning for 3D Deformable Face Tracking
Stéphanie Lefevre, Jean-Marc Odobez
134
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ECCV
2010
Springer
15 years 8 months ago
Human Attributes from 3D Pose Tracking
We show that, from the output of a simple 3D human pose tracker one can infer physical attributes (e.g., gender and weight) and aspects of mental state (e.g., happiness or sadness)...
144
Voted
CVPR
2008
IEEE
15 years 10 months ago
Learning a geometry integrated image appearance manifold from a small training set
While low-dimensional image representations have been very popular in computer vision, they suffer from two limitations: (i) they require collecting a large and varied training se...
Yilei Xu, Amit K. Roy Chowdhury