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Surface defect detection of civil structures using images: Review from data perspective

  • Published:2024-02 Issue: Volume:158 Page:105186
  • ISSN:0926-5805
  • Container-title:Automation in Construction
  • language:en
  • Short-container-title:Automation in Construction

Author:

Guo Jingjing,Liu Pengkun,Xiao Bo,Deng Lu,Wang Qian

Funder

National Natural Science Foundation of China

Natural Science Foundation of Hunan Province

Publisher

Elsevier BV

Subject

Building and Construction,Civil and Structural Engineering,Control and Systems Engineering

Reference195 articles.

1. A review on computer vision based defect detection and condition assessment of concrete and asphalt civil infrastructure;Koch;Advanced Engineering Informatics,2015

2. Advances in computer vision-based civil infrastructure inspection and monitoring;Spencer;Engineering,2019

3. A review on deep learning-based structural health monitoring of civil infrastructures;Ye;Smart Structures and Systems,2019

4. PEER Hub ImageNet: a large-scale multiattribute benchmark data set of structural images;Gao;Journal of Structural Engineering,2020

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