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» Estimating 3D Hand Pose from a Cluttered Image
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ECCV
2008
Springer
14 years 8 months ago
Relevant Feature Selection for Human Pose Estimation and Localization in Cluttered Images
Abstract. We address the problem of estimating human body pose from a single image with cluttered background. We train multiple local linear regressors for estimating the 3D pose f...
Ryuzo Okada, Stefano Soatto
ISVC
2007
Springer
14 years 14 days ago
Utilizing Semantic Interpretation of Junctions for 3D-2D Pose Estimation
In this paper we investigate the quality of 3D-2D pose estimates using hand labeled line and point correspondences. We select point correspondences from junctions in the image, all...
Florian Pilz, Yan Shi, Daniel Grest, Nicolas Pugea...
ICRA
2010
IEEE
343views Robotics» more  ICRA 2010»
13 years 4 months ago
Hands in action: real-time 3D reconstruction of hands in interaction with objects
— This paper presents a method for vision based estimation of the pose of human hands in interaction with objects. Despite the fact that most robotics applications of human hand ...
Javier Romero, Hedvig Kjellström, Danica Krag...
FGR
2006
IEEE
170views Biometrics» more  FGR 2006»
14 years 11 days ago
The Isometric Self-Organizing Map for 3D Hand Pose Estimation
We propose an Isometric Self-Organizing Map (ISOSOM) method for nonlinear dimensionality reduction, which integrates a Self-Organizing Map model and an ISOMAP dimension reduction ...
Haiying Guan, Rogério Schmidt Feris, Matthe...
ICRA
2010
IEEE
222views Robotics» more  ICRA 2010»
13 years 4 months ago
Pose estimation in heavy clutter using a multi-flash camera
We propose a novel solution to object detection, localization and pose estimation with applications in robot vision. The proposed method is especially applicable when the objects ...
Ming-Yu Liu, Oncel Tuzel, Ashok Veeraraghavan, Ram...