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» Pose estimation and tracking using multivariate regression
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TITS
2010
189views Education» more  TITS 2010»
14 years 4 months ago
Head Pose Estimation and Augmented Reality Tracking: An Integrated System and Evaluation for Monitoring Driver Awareness
Driver distraction and inattention are prominent causes of automotive collisions. To enable driver-assistance systems to address these problems, we require new sensing approaches t...
Erik Murphy-Chutorian, Mohan M. Trivedi
ICPR
2006
IEEE
15 years 10 months ago
Real-Time 3D Articulated Pose Tracking using Particle Filters Interacting through Belief Propagation
This article proposes a new statistical model for fast 3D articulated body tracking, similar to the loose-limbed model, but where inter-frame coherence is taken into account by us...
Olivier Bernier
CIMAGING
2009
265views Hardware» more  CIMAGING 2009»
14 years 11 months ago
Multi-object segmentation using coupled nonparametric shape and relative pose priors
We present a new method for multi-object segmentation in a maximum a posteriori estimation framework. Our method is motivated by the observation that neighboring or coupling objec...
Mustafa Gökhan Uzunbas, Octavian Soldea, M&uu...
MMM
2007
Springer
135views Multimedia» more  MMM 2007»
15 years 4 months ago
A Computational Estimate of the Physical Effort in Human Poses
This paper deals with the problem of estimating the effort required to maintain a static pose by human beings. The problem is important in developing dance summarization and rehabi...
Yinpeng Chen, Hari Sundaram, Jodi James
AMFG
2003
IEEE
163views Biometrics» more  AMFG 2003»
15 years 3 months ago
Pose Estimation using 3D View-Based Eigenspaces
In this paper we present a method for estimating the absolute pose of a rigid object based on intensity and depth viewbased eigenspaces, built across multiple views of example obj...
Louis-Philippe Morency, Patrik Sundberg, Trevor Da...