Skip to main content

Safety Helmet Wearing Behavior Detection Under Low Visibility Based on Deep Learning

  • Conference paper
  • First Online:
6GN for Future Wireless Networks (6GN 2021)

Abstract

This paper analyzes the intelligent identification technology, intelligent early warning system and intelligent control method of engineering construction safety risk, constructs the engineering construction safety intelligent management system from three aspects of “knowledge”, “police” and “control”, and puts forward the construction scheme of construction safety intelligent management platform, which provides reference for the construction of intelligent construction site.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 99.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 129.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

References

  1. Xu Liqiang, F., Mingqin, W.C.: Research on the application of BIM technology in assembly building safety management. Building Econ. 42(04), 53–56 (2021)

    Google Scholar 

  2. Leng, L.: Construction site management based on BIM. Build. Sci. 37(03), 157 (2021)

    Google Scholar 

  3. Yang, J.: Analysis on construction safety management strategy of assembly building. Indus. Build. 51(02), 230

    Google Scholar 

  4. Wang, J., Wang, J., Wang, J., Wang, J., Wang, J., Wang, J., Wang, J

    Google Scholar 

  5. Wu, Y.: Application of BIM technology in construction of new high speed railway across business line. Railway Standard Design 1–6 (2021) https://doi.org/10.13238/j.issn.1004-2954.202009240004

  6. Gai Tongtong, Y., Dehu, S.B.: Yang Shujuan. Build. Sci. 36(06), 119–126 (2020). (in Chinese)

    Google Scholar 

Download references

Funding

Foundation Project.

The special fund for science and technology innovation strategy of Guangdong Province in 2021 (project number: pdjh2021b0744);2019 general university scientific research project of Guangdong Provincial Department of education “Research on helmet wearing behavior based on deep learning under low visibility 2019gktscx021”; Refe2020 key scientific research project of colleges and universities of Guangdong Provincial Department of Education - 2020zdzx2095;2021 school level entrusted special project of Guangdong Polytechnic of Industry & Commerce (GDPIC)-2021-zx-18;2022 basic and applied basic research project of Guangzhou basic research plan (general project) “Research on bonding mechanism of seawater and sand concrete based on thread characteristics of BFRP reinforcement-1714”.

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Min Lin .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2022 ICST Institute for Computer Sciences, Social Informatics and Telecommunications Engineering

About this paper

Check for updates. Verify currency and authenticity via CrossMark

Cite this paper

Lin, M., Wu, H., Zhang, H. (2022). Safety Helmet Wearing Behavior Detection Under Low Visibility Based on Deep Learning. In: Shi, S., Ma, R., Lu, W. (eds) 6GN for Future Wireless Networks. 6GN 2021. Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, vol 439. Springer, Cham. https://doi.org/10.1007/978-3-031-04245-4_21

Download citation

  • DOI: https://doi.org/10.1007/978-3-031-04245-4_21

  • Published:

  • Publisher Name: Springer, Cham

  • Print ISBN: 978-3-031-04244-7

  • Online ISBN: 978-3-031-04245-4

  • eBook Packages: Computer ScienceComputer Science (R0)

Publish with us

Policies and ethics