A review of computer vision-based structural deformation monitoring in field environments

Y Zhuang, W Chen, T **, B Chen, H Zhang, W Zhang - Sensors, 2022 - mdpi.com
Computer vision-based structural deformation monitoring techniques were studied in a large
number of applications in the field of structural health monitoring (SHM). Numerous …

Displacement estimation using multimetric data fusion

JW Park, SH Sim, HJ Jung - IEEE/ASME Transactions On …, 2013 - ieeexplore.ieee.org
While displacement is valuable information for the structural behavior, measuring
displacements from large civil structures is often challenging and costly. To overcome …

Computer vision-based structural displacement measurement robust to light-induced image degradation for in-service bridges

J Lee, KC Lee, S Cho, SH Sim - Sensors, 2017 - mdpi.com
The displacement responses of a civil engineering structure can provide important
information regarding structural behaviors that help in assessing safety and serviceability. A …

In-pavement wireless weigh-in-motion

R Bajwa, R Rajagopal, E Coleri, P Varaiya… - Proceedings of the 12th …, 2013 - dl.acm.org
Truck weight data is used in many areas of transportation such as weight enforcement and
pavement condition assessment. This paper describes a wireless sensor network (WSN) …

Traffic-induced bridge displacement reconstruction using a physics-informed convolutional neural network

P Ni, Y Li, L Sun, A Wang - Computers & Structures, 2022 - Elsevier
Deflection is an essential index to evaluate the operating state of a bridge but is difficult to
measure since it requires a stationary reference. This paper proposes an indirect method to …

Low cost bridge load test: Calculating bridge displacement from acceleration for load assessment calculations

D Hester, J Brownjohn, M Bocian, Y Xu - Engineering Structures, 2017 - Elsevier
Bridge failure to pass load capacity assessment is unfortunately not an uncommon problem
in bridge engineering and it is a potentially expensive problem for the bridge owner. Using …

Visual–inertial displacement sensing using data fusion of vision‐based displacement with acceleration

JW Park, DS Moon, H Yoon, F Gomez… - … Control and Health …, 2018 - Wiley Online Library
In recognition of the importance of the displacement associated with assessing structural
condition, many displacement measurement methods have been proposed to date. With …

Technique for determining bridge displacement response using MEMS accelerometers

H Sekiya, K Kimura, C Miki - Sensors, 2016 - mdpi.com
In bridge maintenance, particularly with regard to fatigue damage in steel bridges, it is
important to determine the displacement response of the entire bridge under a live load as …

Variational mode decomposition-based multirate data-fusion framework for estimating structural dynamic displacement by integrating vision-and acceleration-based …

Z **, G Chen, Y Niu, C Zhang, X Zhang… - Mechanical Systems and …, 2024 - Elsevier
Dynamic displacement is a crucial parameter in structural health monitoring (SHM) for
assessing the safety, dependability, and suitability of structures under various types of …

Automatic monitoring method for seismic response of building structures and equipment based on indoor surveillance cameras

W Wen, C Zhang, J Hu, J Guo, C Zhai… - Mechanical Systems and …, 2025 - Elsevier
An automatic seismic response monitoring method for building structures and equipment
based on a single indoor surveillance camera is proposed in this study. The computational …