Scene understanding in construction and buildings using image processing methods: A comprehensive review and a case study

M Arashpour, T Ngo, H Li - Journal of Building Engineering, 2021 - Elsevier
Acquiring photos and videos has become a new norm in construction and building projects.
However, imagery data is not utilized effectively due to the shortage of required skillsets in …

Control methodologies for vibration control of smart civil and mechanical structures

Z Li, H Adeli - Expert systems, 2018 - Wiley Online Library
Artificial intelligence and expert system remains a key technology in the 21st century. Using
active controllers, a structure can adaptively adjust its behaviour during dynamic loads. Such …

Recurrent neural network model with Bayesian training and mutual information for response prediction of large buildings

CA Perez-Ramirez, JP Amezquita-Sanchez… - Engineering …, 2019 - Elsevier
An accurate response prediction model is of great importance in various applications such
as damage detection, structural health monitoring, and vibration control. Development of …

Wireless SmartVision system for synchronized displacement monitoring of railroad bridges

SA V. Shajihan, T Hoang, K Mechitov… - … ‐Aided Civil and …, 2022 - Wiley Online Library
The deflection of railroad bridges under in‐service loads is an important indicator of the
structure's health. Over the past decade, an increasing number of studies have …

Pruning deep convolutional neural networks for efficient edge computing in condition assessment of infrastructures

RT Wu, A Singla, MR Jahanshahi… - … ‐Aided Civil and …, 2019 - Wiley Online Library
Health monitoring of civil infrastructures is a key application of Internet of things (IoT), while
edge computing is an important component of IoT. In this context, swarms of autonomous …

Wireless smart sensors for monitoring the health condition of civil infrastructure

JP Amezquita-Sanchez… - Scientia …, 2018 - scientiairanica.sharif.edu
A wireless smart sensor (WSS) has an embedded processor which is employed for signal
processing, communication, and integration capabilities. A state-of-the-art review of recent …

A compressive sensing method for processing and improving vision‐based target‐tracking signals for structural health monitoring

L Ngeljaratan, MA Moustafa… - Computer‐Aided Civil …, 2021 - Wiley Online Library
Monitoring large structures using a vision‐based target‐tracking (TT) system while
maintaining the full resolution of high‐speed cameras may limit the data size or the sampling …

Structure‐PoseNet for identification of dense dynamic displacement and three‐dimensional poses of structures using a monocular camera

J Zhao, F Hu, Y Xu, W Zuo, J Zhong… - Computer‐Aided Civil …, 2022 - Wiley Online Library
This study proposesStructure‐PoseNet to recognize three‐dimensional (3D) poses and
dense dynamic displacement of a structure with known geometry using a monocular …

A multi-resolution deep feature framework for dynamic displacement measurement of bridges using vision-based tracking system

J Zhu, C Zhang, Z Lu, X Li - Measurement, 2021 - Elsevier
Structural displacement is an imperative indicator for safety evaluation and maintenance. To
address the limitations of conventional displacement sensors, advanced non-contact vision …

Edge‐enhanced matching for gradient‐based computer vision displacement measurement

L Luo, MQ Feng - Computer‐Aided Civil and Infrastructure …, 2018 - Wiley Online Library
Computer vision‐based displacement measurement for structural monitoring has grown
popular. However, tracking natural low‐contrast targets in low‐illumination conditions is …