3D Joints Extraction Using Single Frame Human Body Point Cloud

Tianxu Xu; Dong An; Zhonghan Wang; Sicheng Jiang; Chengnuo Meng; Qiang Wang; Zhongqi Pan; Yang Yue; Yang Yue

doi:10.1364/FIO.2020.FW1F.6

Frontiers in Optics / Laser Science
OSA Technical Digest (Optica Publishing Group, 2020),
paper FW1F.6
•https://doi.org/10.1364/FIO.2020.FW1F.6

3D Joints Extraction Using Single Frame Human Body Point Cloud

Tianxu Xu, Dong An, Zhonghan Wang, Sicheng Jiang, Chengnuo Meng, Qiang Wang, Zhongqi Pan, and Yang Yue

Frontiers in Optics 2020

Washington, DC United States
14–17 September 2020
ISBN: 978-1-943580-80-4

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3D and Light-field Optics in Information Acquisition and Display Applications (FW1F)

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T. Xu, D. An, Z. Wang, S. Jiang, C. Meng, Q. Wang, Z. Pan, and Y. Yue, "3D Joints Extraction Using Single Frame Human Body Point Cloud," in Frontiers in Optics / Laser Science, B. Lee, C. Mazzali, K. Corwin, and R. Jason Jones, eds., OSA Technical Digest (Optica Publishing Group, 2020), paper FW1F.6.

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Abstract

We demonstrate 3D joints extraction from a single frame human body point cloud captured by a 3D camera. Average normalized error is less than 5.7 cm for 12 joints in the human body.

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