624 citations · 1.4k across the 39 of their papers we have counts for
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Weakly Supervised Generative Network for Multiple 3D Human Pose Hypotheses
Chen Li, Gim Hee Lee
3D human pose estimation from a single image is an inverse problem due to the inherent ambiguity of the missing depth. Several previous works addressed the inverse problem by gener…
Point Cloud Completion by Learning Shape Priors
Xiaogang Wang, Marcelo H Ang, Gim Hee Lee
In view of the difficulty in reconstructing object details in point cloud completion, we propose a shape prior learning method for object completion. The shape priors include geome…
Multi-person 3D Pose Estimation in Crowded Scenes Based on Multi-View Geometry
He Chen, Pengfei Guo, Pengfei Li +2
Epipolar constraints are at the core of feature matching and depth estimation in current multi-person multi-camera 3D human pose estimation methods. Despite the satisfactory perfor…
HDNet: Human Depth Estimation for Multi-Person Camera-Space Localization
Jiahao Lin, Gim Hee Lee
Current works on multi-person 3D pose estimation mainly focus on the estimation of the 3D joint locations relative to the root joint and ignore the absolute locations of each pose.…
Shape Prior Deformation for Categorical 6D Object Pose and Size Estimation
Meng Tian, Marcelo H Ang, Gim Hee Lee
We present a novel learning approach to recover the 6D poses and sizes of unseen object instances from an RGB-D image. To handle the intra-class shape variation, we propose a deep…
Relative Pose Estimation of Calibrated Cameras with Known Invariants
Bo Li, Evgeniy Martyushev, Gim Hee Lee
The invariants of a pose include its rotation angle and screw translation. In this paper, we present a complete comprehensive study of the relative pose estimation…