3D Joints Estimation of the Human Body in Single-Frame Point Cloud

3D Joints Estimation of the Human Body in Single-Frame Point Cloud

Joint estimation of human body in point cloud is a key step for tracking human movements. In this work, we present a geometric method to achieve detection of the joints from a single-frame point cloud captured using a Time-of-Flight (ToF) camera. Three-dimensional (3D) human silhouette, as global fe...

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Bibliographic Details
Main Authors: Tianxu Xu, Dong An, Zhonghan Wang, Sicheng Jiang, Chengnuo Meng, Yiwen Zhang, Qiang Wang, Zhongqi Pan, Yang Yue
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Depth camera
human pose detection
joint detection
sensor systems and applications
Online Access:https://ieeexplore.ieee.org/document/9210042/

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