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 …

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 …

Vision-based vibration monitoring of structures and infrastructures: An overview of recent applications

A Zona - Infrastructures, 2020 - mdpi.com
Contactless structural monitoring has in recent years seen a growing number of applications
in civil engineering. Indeed, the elimination of physical installations of sensors is very …

[HTML][HTML] Physics-guided deep markov models for learning nonlinear dynamical systems with uncertainty

W Liu, Z Lai, K Bacsa, E Chatzi - Mechanical Systems and Signal …, 2022 - Elsevier
In this paper, we propose a probabilistic physics-guided framework, termed Physics-guided
Deep Markov Model (PgDMM). The framework targets the inference of the characteristics …

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 …

Vision‐based displacement and joint rotation tracking of frame structure using feature mix with single consumer‐grade camera

J Wang, J Zhao, Y Liu, J Shan - Structural Control and Health …, 2021 - Wiley Online Library
A monocular vision‐based response tracking method is proposed for simultaneously
identifying translational floor displacement and rotational joint deformation of frame …

Still-camera multiview Spectral Optical Flow Imaging for 3D operating-deflection-shape identification

D Gorjup, J Slavič, A Babnik, M Boltežar - Mechanical Systems and Signal …, 2021 - Elsevier
To measure high-frequency 3D vibrations, multi-camera, high-speed imaging hardware is
normally required. An alternative using still-frame cameras was recently introduced with the …

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 …

Advanced video-based processing for low-cost damage assessment of buildings under seismic loading in shaking table tests

A Cataldo, I Roselli, V Fioriti, F Saitta, A Colucci, A Tatì… - Sensors, 2023 - mdpi.com
This paper explores the potential of a low-cost, advanced video-based technique for the
assessment of structural damage to buildings caused by seismic loading. A low-cost, high …

[HTML][HTML] Vision-based displacement measurement method of large-scale bridges using tilt shift camera and fast spatio-temporal context learning

W Guo, J Li, Y Hu - Mechanical Systems and Signal Processing, 2025 - Elsevier
Tracking vibration displacement across multiple points on large-scale bridges in the field
poses significant challenges due to perspective distortion by camera tilting, interference from …