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 …

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 …

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 …

Structural displacement estimation using accelerometer and FMCW millimeter wave radar

Z Ma, J Choi, L Yang, H Sohn - Mechanical Systems and Signal Processing, 2023 - Elsevier
Structural displacement plays a crucial role in structural health monitoring. However, its
measurement remains challenging for many civil infrastructure applications. This study …

Model-informed deep learning strategy with vision measurement for damage identification of truss structures

J Shu, C Zhang, X Chen, Y Niu - Mechanical Systems and Signal …, 2023 - Elsevier
Structural damage identification approaches can be divided into two categories, ie data-
driven approaches via statistical pattern recognition and model-based approaches via finite …

Computer vision-based illumination-robust and multi-point simultaneous structural displacement measuring method

Q Song, J Wu, H Wang, Y An, G Tang - Mechanical Systems and Signal …, 2022 - Elsevier
Computer vision-based techniques for structural displacement measurement are rapidly
becoming popular in civil structural engineering. However, most existing computer vision …

Streamlined particle filtering of phase-based magnified videos for quantified operational deflection shapes

NA Valente, A Sarrafi, Z Mao, C Niezrecki - Mechanical Systems and Signal …, 2022 - Elsevier
Non-contact optical measurements are commonly used in industrial and research domains
to obtain displacement measurements. This can be attributed to their noninvasive …

Real-time cable tension estimation from acceleration measurements using wireless sensors with packet data losses: Analytics with compressive sensing and sparse …

D Jana, S Nagarajaiah, Y Yang, S Li - Journal of Civil Structural Health …, 2022 - Springer
Stay-cables in the cable-stayed bridge are the most vital components as they carry the
bridge deck's load and transmit the force to the bridge pylons. However, dynamics loads due …

[HTML][HTML] Structural displacement sensing techniques for civil infrastructure: A review

Z Ma, J Choi, H Sohn - Journal of Infrastructure Intelligence and Resilience, 2023 - Elsevier
It is important to assess, monitor, and control civil infrastructure displacements, and
extensive work has been done to develop structural displacement sensing techniques. This …

Data-driven full-field vibration response estimation from limited measurements in real-time using dictionary learning and compressive sensing

D Jana, S Nagarajaiah - Engineering Structures, 2023 - Elsevier
Full-field online sensing provides dense spatial information of vibrating structures in real-
time. Such compact sensing is essential to pinpoint the location of possible damage and for …