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 …

Operational and analytical modal analysis of a bridge using low-cost wireless Arduino-based accelerometers

S Komarizadehasl, P Huguenet, F Lozano… - Sensors, 2022 - mdpi.com
Arduino-based accelerometers are receiving wide attention from researchers to make long-
term Structural Health Monitoring (SHM) feasible for structures with a low SHM budget. The …

Computer vision-based non-contact structural vibration measurement: Methods, challenges and opportunities

Y Cheng, Z Tian, D Ning, K Feng, Z Li, S Chauhan… - Measurement, 2024 - Elsevier
Understanding and optimizing system performance hinges on analyzing structural
vibrations. While contact-based vibration measurement faces limitations including load …

Enhanced monocular vision system for multi-target deformation monitoring of bridges via oblique photography

W Zhu, T Jiang, J Heng, X Chu, Z Zhou - Engineering Structures, 2025 - Elsevier
For bridge structures, multi-target displacement data are crucial for comprehensive and
efficient structural safety assessments. Traditional multi-target monitoring systems typically …

Weakly-aligned cross-modal learning framework for subsurface defect segmentation on building façades using UAVs

S He, G Zhao, J Chen, S Zhang, D Mishra… - Automation in …, 2025 - Elsevier
Infrared (IR) thermography combined with Unmanned Aerial Vehicles (UAVs) offers an
innovative approach for automated building façades inspections. However, extracting …

Real‐time displacement measurement for long‐span bridges using a compact vision‐based system with speed‐optimized template matching

M Wang, F Xu, KY Koo, P Wang - Computer‐Aided Civil and …, 2024 - Wiley Online Library
This paper introduces a new accelerating algorithm, efficient match slimmer (EMS),
specifically designed to lighten computational loads of sophisticated template matching …

Full-field displacement measurement of long-span bridges using one camera and robust self-adaptive complex pyramid

Y Wang, W Hu, J Teng, Y Xia - Mechanical Systems and Signal Processing, 2024 - Elsevier
Full-field motion with a high spatial resolution can reflect the health state of long-span
bridges. Traditional structural health monitoring (SHM) systems measure the structural …

A lightweight convolutional neural network for multipoint displacement measurements on bridge structures

S Wang, S Lin, R Yang - Nonlinear Dynamics, 2024 - Springer
Emerging computer vision measurement methods overcome the limitations of traditional
sensors. However, conventional digital image processing algorithms encounter issues of …

[HTML][HTML] Bokeh-based target tracking for structural dynamic monitoring: A novel approach in variable lighting conditions

J Qin, M Zhang, J Long, W Duan - Engineering Structures, 2024 - Elsevier
Abstract The application of Computer Vision (CV) techniques in Structural Dynamic
Monitoring (SDM) eliminates the need for sensor installation and calibration, providing …

Robust and versatile vision-based dynamic displacement monitoring of natural feature targets in large-scale structures

S Zhang, Q Han, K Jiang, X Lu, G Wang - Journal of Civil Structural Health …, 2024 - Springer
Dynamic displacement response is an essential indicator for assessing structural state and
performance. Vision-based structural displacement monitoring is considered as a promising …