A review of computer vision–based structural health monitoring at local and global levels

CZ Dong, FN Catbas - Structural Health Monitoring, 2021 - journals.sagepub.com
Structural health monitoring at local and global levels using computer vision technologies
has gained much attention in the structural health monitoring community in research and …

Data-driven structural health monitoring and damage detection through deep learning: State-of-the-art review

M Azimi, AD Eslamlou, G Pekcan - Sensors, 2020 - mdpi.com
Data-driven methods in structural health monitoring (SHM) is gaining popularity due to
recent technological advancements in sensors, as well as high-speed internet and cloud …

Advances in computer vision-based civil infrastructure inspection and monitoring

BF Spencer Jr, V Hoskere, Y Narazaki - Engineering, 2019 - Elsevier
Computer vision techniques, in conjunction with acquisition through remote cameras and
unmanned aerial vehicles (UAVs), offer promising non-contact solutions to civil infrastructure …

[PDF][PDF] A review on deep learning-based structural health monitoring of civil infrastructures

XW Ye, T Jin, CB Yun - Smart Struct. Syst, 2019 - researchgate.net
In the past two decades, structural health monitoring (SHM) systems have been widely
installed on various civil infrastructures for the tracking of the state of their structural health …

Anomaly detection of defects on concrete structures with the convolutional autoencoder

JK Chow, Z Su, J Wu, PS Tan, X Mao… - Advanced Engineering …, 2020 - Elsevier
This paper reports the application of deep learning for implementing the anomaly detection
of defects on concrete structures, so as to facilitate the visual inspection of civil infrastructure …

Structural health monitoring and inspection of dams based on UAV photogrammetry with image 3D reconstruction

S Zhao, F Kang, J Li, C Ma - Automation in Construction, 2021 - Elsevier
This study presents a three-dimensional (3D) reconstruction model based on unmanned
aerial vehicle (UAV) images for dam emergency monitoring and inspection. The structure …

Concrete crack detection using context‐aware deep semantic segmentation network

X Zhang, D Rajan, B Story - Computer‐Aided Civil and …, 2019 - Wiley Online Library
Computer‐vision and deep‐learning techniques are being increasingly applied to inspect,
monitor, and assess infrastructure conditions including detection of cracks. Traditional vision …

Machine vision-based surface crack analysis for transportation infrastructure

W Hu, W Wang, C Ai, J Wang, W Wang, X Meng… - Automation in …, 2021 - Elsevier
Cracks undermine the structural health of transportation infrastructure. Machine vision-
based surface crack analysis is to process infrastructure inspection data collected by …

Automatic railroad track components inspection using real‐time instance segmentation

F Guo, Y Qian, Y Wu, Z Leng… - Computer‐Aided Civil and …, 2021 - Wiley Online Library
Abstract In the United States, to ensure railroad safety and keep its efficient operation,
regular track inspections on track component defects are required by the Federal Railroad …

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

J Guo, P Liu, B Xiao, L Deng, Q Wang - Automation in Construction, 2024 - Elsevier
As civil structures age and deteriorate, it becomes crucial to conduct structural health
monitoring (SHM) to ensure safety and timely maintenance. Surface defect detection plays a …