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A review of 3D reconstruction techniques in civil engineering and their applications

机译:土木工程中的3D重建技术及其应用综述

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摘要

Three-dimensional (3D) reconstruction techniques have been used to obtain the 3D representations of objects in civil engineering in the form of point cloud models, mesh models and geometric models more often than ever, among which, point cloud models are the basis. In order to clarify the status quo of the research and application of the techniques in civil engineering, literature retrieval is implemented by using major literature databases in the world and the result is summarized by analyzing the abstracts or the full papers when required. First, the research methodology is introduced, and the framework of 3D reconstruction techniques is established. Second, 3D reconstruction techniques for generating point clouds and processing point clouds along with the corresponding algorithms and methods are reviewed respectively. Third, their applications in reconstructing and managing construction sites and reconstructing pipelines of Mechanical, Electrical and Plumbing (MEP) systems, are presented as typical examples, and the achievements are highlighted. Finally, the challenges are discussed and the key research directions to be addressed in the future are proposed. This paper contributes to the knowledge body of 3D reconstruction in two aspects, i.e summarizing systematically the up-to-date achievements and challenges for the applications of 3D reconstruction techniques in civil engineering, and proposing key future research directions to be addressed in the field.
机译:三维(3D)重建技术已被用来以点云模型,网格模型和几何模型的形式比以往任何时候都更频繁地获得土木工程中对象的3D表示,其中,点云模型是基础。为了弄清该技术在土木工程中的研究和应用现状,利用世界上主要的文献数据库来进行文献检索,并在需要时通过对摘要或全文进行分析来总结研究结果。首先,介绍了研究方法,并建立了3D重建技术的框架。其次,分别回顾了生成点云和处理点云的3D重建技术以及相应的算法和方法。第三,以典型实例为例,介绍了它们在建筑工地的重建和管理,机械,电气和卫生系统的管道重建中的应用,并重点介绍了取得的成就。最后,讨论了挑战并提出了未来需要解决的关键研究方向。本文从两个方面为3D重建的知识体系做出了贡献,即系统地总结了3D重建技术在土木工程中的最新成就和挑战,并提出了该领域需要解决的主要未来研究方向。

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