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 …

The current development of structural health monitoring for bridges: a review

Z Deng, M Huang, N Wan, J Zhang - Buildings, 2023 - mdpi.com
The health monitoring system of a bridge is an important guarantee for the safe operation of
the bridge and has always been a research hotspot in the field of civil engineering. This …

Crack detection and quantification for concrete structures using UAV and transformer

W Ding, H Yang, K Yu, J Shu - Automation in Construction, 2023 - Elsevier
Crack detection is of significant importance for concrete structural inspection. Unmanned
aerial vehicle (UAV)-based crack detection systems abound, but simply quantifying cracks …

Review of machine-vision based methodologies for displacement measurement in civil structures

Y Xu, JMW Brownjohn - Journal of Civil Structural Health Monitoring, 2018 - Springer
Vision-based systems are promising tools for displacement measurement in civil structures,
possessing advantages over traditional displacement sensors in instrumentation cost …

CNN-LSTM deep learning architecture for computer vision-based modal frequency detection

R Yang, SK Singh, M Tavakkoli, N Amiri, Y Yang… - … Systems and signal …, 2020 - Elsevier
The conventional modal analysis involves physically-attached wired or wireless sensors for
vibration measurement of structures. However, this method has certain disadvantages …

Cable vibration measurement based on broad-band phase-based motion magnification and line tracking algorithm

K Luo, X Kong, X Wang, T Jiang, GT Frøseth… - … Systems and Signal …, 2023 - Elsevier
Cables are important components of cable-supported bridges and the measurement of
cable vibration is very useful for the condition assessment of bridges. The recently …

Computer vision-based bridge inspection and monitoring: A review

K Luo, X Kong, J Zhang, J Hu, J Li, H Tang - Sensors, 2023 - mdpi.com
Bridge inspection and monitoring are usually used to evaluate the status and integrity of
bridge structures to ensure their safety and reliability. Computer vision (CV)-based methods …

A non‐contact vision‐based system for multipoint displacement monitoring in a cable‐stayed footbridge

Y Xu, J Brownjohn, D Kong - Structural Control and Health …, 2018 - Wiley Online Library
Vision‐based monitoring receives increased attention for measuring displacements of civil
infrastructure such as towers and bridges. Currently, most field applications rely on artificial …

Structural displacement monitoring using deep learning-based full field optical flow methods

CZ Dong, O Celik, FN Catbas, EJ O'Brien… - Structure and …, 2020 - Taylor & Francis
Current vision-based displacement measurement methods have limitations such as being in
need of manual targets and parameter adjustment, and significant user involvement to reach …

Development and field testing of a vision-based displacement system using a low cost wireless action camera

D Lydon, M Lydon, S Taylor, JM Del Rincon… - … Systems and Signal …, 2019 - Elsevier
This paper describes development of a contactless, low cost vision-based system for
displacement measurement of civil structures. Displacement measurements provide a …