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 …

[HTML][HTML] 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 …

Motion magnification for video-based vibration measurement of civil structures: A review

K Luo, X Kong, J Li, J Hu, L Deng - Mechanical Systems and Signal …, 2024 - Elsevier
Vibration measurement plays an important role in the inspection and monitoring of civil
structures. In recent years, the computer vision (CV)-based method has gained significant …

Noncontact cable force estimation with unmanned aerial vehicle and computer vision

Y Tian, C Zhang, S Jiang, J Zhang… - Computer‐Aided Civil …, 2021 - Wiley Online Library
Cables and hangers are critical components of long‐span bridges, tension forces of them
are needed to be accurately measured for ensuring the safety of bridges. Traditionally, cable …

Rapid full-field deformation measurements of tall buildings using UAV videos and deep learning

J Shan, P Huang, CN Loong, M Liu - Engineering Structures, 2024 - Elsevier
Full-field deformation of tall buildings is informative and imperative for structural health
condition assessments. This study explores the feasibility of using videos recorded by an …

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 …

Structural displacement estimation by fusing vision camera and accelerometer using hybrid computer vision algorithm and adaptive multi-rate Kalman filter

Z Ma, J Choi, P Liu, H Sohn - Automation in Construction, 2022 - Elsevier
Structural displacement monitoring is essential because displacement can provide critical
information regarding the health condition of civil structures. However, the precise estimation …

An algorithm for large-span flexible bridge pose estimation and multi-keypoint vibration displacement measurement

R Sun, S Wang, M Li, Y Zhu - Measurement, 2025 - Elsevier
Traditional visual vibration measurement methods face limitations in dynamic outdoor
environments, making accurate multi-point vibration measurements challenging for the …

Review of robot-based automated measurement of vibration for civil engineering structures

S Poorghasem, Y Bao - Measurement, 2023 - Elsevier
Recent advances in robotics and machine vision enable automated measurement of
vibration for civil engineering structures. Various types of robotic platforms such as drones …

Real‐time structural displacement estimation by fusing asynchronous acceleration and computer vision measurements

Z Ma, J Choi, H Sohn - Computer‐Aided Civil and Infrastructure …, 2022 - Wiley Online Library
Although displacement measurement is essential for many civil infrastructure applications,
the precise estimation of structural displacement remains a challenge. In this study, a …