基于图像的建筑方法综述:从图像到数字孪生

I. Koulalis, Nikolaos I. Dourvas, Theocharis Triantafyllidis, K. Ioannidis, S. Vrochidis, Y. Kompatsiaris
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引用次数: 3

摘要

在建筑领域,数字双胞胎主要用于建筑物的设施管理,但其应用仍然非常有限。在过去的15年里,以建筑或桥梁信息模型的形式出现的建筑物和桥梁的虚拟化被清楚地确定为dt的起点。该行业已经建立了一个具有丰富语义的3D参考模型的框架,这些模型现在大量丰富了从建筑工地捕获的视觉传感器数据。本文概述了计算机视觉方法在建筑行业的研究和当前实践,并介绍了它们在三维重建、安全管理和结构监测质量保证方面的典型应用实例。然后重点介绍了文献中提出的主要成就,并总结了未来需要解决和利用的适用于数字孪生的挑战和研究方向。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
A survey for image based methods in construction: from images to digital twins
In the construction domain, Digital twins are mostly used for facilities management of buildings, but their applications are still very limited. The virtualization of buildings and bridges in the last 15 years in the form of Building or Bridge Information Models is clearly identified as the starting point for the DTs. The industry has erected a frame with semantically rich 3D reference models that are now heavily enriched with visual sensor data captured on construction sites. This article provides an overview of the research and current practices of computer vision methods in the construction industry and presents typical examples of their applications for 3D reconstruction, safety management and structural monitoring for quality assurance. It then highlights the dominant achievements presented in the literature and concludes with the challenges and research directions applicable to digital twins that need to be addressed and exploited in the future.
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