Action Recognition Based on 3D Skeleton and LSTM for the Monitoring of Construction Workers’ Safety Harness Usage-Reference-Cited by-同舟云学术

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Action Recognition Based on 3D Skeleton and LSTM for the Monitoring of Construction Workers’ Safety Harness Usage

Published:2023-04 Issue:4 Volume:149 Page:
ISSN:0733-9364
Container-title:Journal of Construction Engineering and Management
language:en
Short-container-title:J. Constr. Eng. Manage.

Author:

Guo Hongling¹,Zhang Zhitian²^ORCID,Yu Run³,Sun Yakang³,Li Heng⁴

Affiliation:

1. Associate Professor, Dept. of Construction Management, Tsinghua Univ., Beijing 100084, China (corresponding author).

2. Ph.D. Candidate, Dept. of Construction Management, Tsinghua Univ., Beijing 100084, China. ORCID:

3. Master’s Candidate, Dept. of Construction Management, Tsinghua Univ., Beijing 100084, China.

4. Professor, Dept. of Building and Real Estate, Hong Kong Polytechnic Univ., Hong Kong, China.

Publisher

American Society of Civil Engineers (ASCE)

Subject

Strategy and Management,Industrial relations,Building and Construction,Civil and Structural Engineering

Link

https://ascelibrary.org/doi/pdf/10.1061/JCEMD4.COENG-12542

Reference74 articles.

1. Accidents in the construction industry in the Netherlands: An analysis of accident reports using Storybuilder

2. Borges G. D. A. M. Reis and A. R. P. Moro. 2019. “Ergonomic analysis of labor applied to scaffolders in a shipyard in Brazil.” In Proc. 20th Congress of the Int. Ergonomics Association (IEA 2018) 725–738. Cham Switzerland: Springer. https://doi.org/10.1007/978-3-319-96089-0_79.

3. Cai J. X. Li X. Liang and W. Wei. 2022. “Construction worker ergonomic assessment via LSTM-based multi-task learning framework.” In Proc. Construction Research Congress 2022 215–224. Reston VA: ASCE. https://doi.org/10.1061/9780784483961.023.

4. LSTM-based real-time action detection and prediction in human motion streams

5. Development of an observational checklist for falling risk assessment of high-voltage transmission tower construction workers

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