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A review of computer vision–based structural health monitoring at local and global levels
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 …
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
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 …
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 …
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
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 …
Deep Markov Model (PgDMM). The framework targets the inference of the characteristics …
Estimating small structural motions from multi-view video measurement
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 …
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 …
identifying translational floor displacement and rotational joint deformation of frame …
Still-camera multiview Spectral Optical Flow Imaging for 3D operating-deflection-shape identification
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 …
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
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 …
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
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 …
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 …
poses significant challenges due to perspective distortion by camera tilting, interference from …