3D Human Pose Estimation With Spatial Structure Information

3D Human Pose Estimation With Spatial Structure Information

Estimating 3D human poses from 2D poses is a challenging problem due to joints self-occlusion, weak generalization, and inherent ambiguity of recovering depth. Actually, there exists spatial structure dependence on human body key points which can be used to alleviate the problem of joints self-occlu...

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Bibliographic Details
Main Authors: Xiaoshan Huang, Jun Huang, Zengming Tang
Format: Article
Language:English
Published: IEEE 2021-01-01
Series:IEEE Access
Subjects:
3D human poses
graph convolutional networks
adversarial learning
geometric priors
gradient vanish
in-the-wild scenes
Online Access:https://ieeexplore.ieee.org/document/9363893/

Internet

https://ieeexplore.ieee.org/document/9363893/

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