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 …

Motion magnification of vibration image in estimation of technical object condition-review

M Śmieja, J Mamala, K Prażnowski, T Ciepliński… - Sensors, 2021 - mdpi.com
One of the most important features of the proper operation of technical objects is monitoring
the vibrations of their mechanical components. The currently significant proportion of the …

Self-supervised motion magnification by backpropagating through optical flow

Z Pan, D Geng, A Owens - Advances in Neural Information …, 2024 - proceedings.neurips.cc
This paper presents a simple, self-supervised method for magnifying subtle motions in
video: given an input video and a magnification factor, we manipulate the video such that its …

Visualizing and quantifying small and nonstationary structural motions in video measurement

E Cai, Y Zhang, ST Quek - Computer‐Aided Civil and …, 2023 - Wiley Online Library
Rapid advancement in vision recording technologies is increasing the importance and
production of video data in a wide range of applications. This paper proposed a novel …

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 …

An experimental study of the feasibility of phase‐based video magnification for damage detection and localisation in operational deflection shapes

M Civera, L Zanotti Fragonara, C Surace - Strain, 2020 - Wiley Online Library
Optical measurements from high‐speed, high‐definition video recordings can be used to
define the full‐field dynamics of a structure. By comparing the dynamic responses resulting …

Completely non-contact modal testing of full-scale bridge in challenging conditions using vision sensing systems

M Wang, WK Ao, J Bownjohn, F Xu - Engineering Structures, 2022 - Elsevier
Vision-based modal testing method can provide a contactless approach to understanding
dynamic properties of bridges. However, the applicability of this method to in-service bridge …

A target-free video structural motion estimation method based on multi-path optimization

E Cai, Y Zhang, X Lu, P Li, T Zhao, G Lin… - Mechanical Systems and …, 2023 - Elsevier
The vibration data are quite important for structural health monitoring (SHM). This paper
proposed a novel method, to adaptively estimate video motions of the structure in subpixel …

Extracting full-field subpixel structural displacements from videos via deep learning

L Luan, J Zheng, ML Wang, Y Yang, P Rizzo… - Journal of Sound and …, 2021 - Elsevier
Conventional displacement sensing techniques (eg, laser, linear variable differential
transformer) have been widely used in structural health monitoring in the past two decades …

Estimating small structural motions from multi-view video measurement

E Cai, Y Zhang, X Ji, X Lu, L **e, Y Zhuang, T Zhao… - Engineering …, 2023 - Elsevier
The phase-based estimation, as one type of target-free methods, can estimate small
structural motions from video data. However, in the two-dimensional (2D) domain, this …