scholarly journals Exploiting Temporal Information for 3D Human Pose Estimation

2018 ◽  
pp. 69-86 ◽  
Author(s):  
Mir Rayat Imtiaz Hossain ◽  
James J. Little
Keyword(s):  
Pose Estimation ◽  
Temporal Information ◽  
Human Pose Estimation ◽  
Human Pose ◽  
3D Human Pose Estimation

scholarly journals Multi-Technology Correction Based 3D Human Pose Estimation for Jump Analysis in Figure Skating

Proceedings ◽  
2020 ◽  
Vol 49 (1) ◽  
pp. 95
Author(s):  
Limao Tian ◽  
Xina Cheng ◽  
Masaaki Honda ◽  
Takeshi Ikenaga
Keyword(s):  
Pose Estimation ◽  
Temporal Information ◽  
Human Pose Estimation ◽  
Figure Skating ◽  
Point Selection ◽  
Quality Grade ◽  
Figure Skater ◽  
Human Pose ◽  
3D Human Pose Estimation

Jump analysis in figure skating is important. Recovering the 3D pose of a figure skater has become increasingly important. However, issues such as restrictions from an athlete’s clothing, self-occlusion, abnormal pose and so on will result in poor results. This paper proposes a multi-technology correction framework to obtain a 3D human pose. The framework consists of three key components: temporal information-based mutational point correction, multi-perspective-based reconstructed point selection and trajectory smoothness-based inaccurate point correction. Firstly, temporal information is used to correct the mutational points at the 2D level. Secondly, a multi-perspective is used to select the correct spatial points at the 3D level. Thirdly, trajectory smoothness is used to correct inaccuracies at the 3D level. This work will serve the purpose of displaying the 3D animated pose of a figure skater. The quality grade of the result rate on the test sequences is 87.25%.

scholarly journals Deep 3D human pose estimation: A review

2021 ◽  
pp. 103225
Author(s):  
Jinbao Wang ◽  
Shujie Tan ◽  
Xiantong Zhen ◽  
Shuo Xu ◽  
Feng Zheng ◽  
...  
Keyword(s):  
Pose Estimation ◽  
Human Pose Estimation ◽  
Human Pose ◽  
3D Human Pose Estimation

scholarly journals A survey on monocular 3D human pose estimation

2020 ◽  
Vol 2 (6) ◽  
pp. 471-500
Author(s):  
Xiaopeng Ji ◽  
Qi Fang ◽  
Junting Dong ◽  
Qing Shuai ◽  
Wen Jiang ◽  
...  
Keyword(s):  
Pose Estimation ◽  
Human Pose Estimation ◽  
Human Pose ◽  
3D Human Pose Estimation
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