Eye in the sky: condition monitoring of transportation infrastructure using drones

IF 0.4 4区 工程技术 Q4 ENGINEERING, CIVIL Proceedings of the Institution of Civil Engineers-Civil Engineering Pub Date : 2022-09-26 DOI:10.1680/jcien.22.00096
S. Congress, A. Puppala
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引用次数: 2

Abstract

A study was undertaken into using unmanned aerial vehicles or drones to inspect the condition of a range of transport infrastructure. A road intersection, bridge and railway crossing in the USA were each inspected using two different types of drone. Machine-learning-based feature-identification techniques, developed in an earlier case study of a carpark, were then used to extract information automatically from the remotely captured photogrammetric data for each asset. The findings and analysis results will help to optimise future transportation infrastructure health monitoring using unmanned aerial vehicles.
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空中之眼:使用无人机对交通基础设施进行状态监测
一项研究是使用无人驾驶飞行器或无人机来检查一系列交通基础设施的状况。美国的十字路口、桥梁和铁路道口分别使用两种不同类型的无人机进行了检查。基于机器学习的特征识别技术是在早期的停车场案例研究中开发的,然后用于从远程捕获的每个资产的摄影测量数据中自动提取信息。研究结果和分析结果将有助于优化未来使用无人机的交通基础设施健康监测。
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来源期刊
CiteScore
1.60
自引率
25.00%
发文量
68
审稿时长
>12 weeks
期刊介绍: Civil Engineering, listed by the Web of Science, is the ICE''s flagship journal. Practical and diverse in its scope, it publishes overview papers for the non-specialist on any subject relevant to civil engineering today. Topics range from landmark projects to philosophical, ethical, environmental, management and safety issues. Peer review, copyediting, and colour publication by Civil Engineering are free. If accepted, published papers are easily found by Google search, as well as in specialist citation indexes. There is also the option of making your article open access, should you wish to. Published authors receive a free electronic copy of their article to share with their peers. Furthermore, as well exposure to ICE''s 91,000-strong membership, published papers are promoted via our social media channels, accessing the wider civil engineering community. It is free to submit a paper to this journal. Papers appear Ahead of Print (below) as soon as they are ready to be published. Ahead of print articles are fully citable. using the DOI system
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