全尺寸洞穴三维建模使用近距离摄影测量和比较与激光扫描

IF 2.3 Q2 REMOTE SENSING
Gael Cazes, Philippe Vernant, François Baleux, Carla Giuliani, Johan Jouves, Jean-Philip Brugal
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引用次数: 0

摘要

尽管地下地形方法在过去二十年中有了显著的发展,但创建洞穴或人工洞穴的全面3D模型仍然具有挑战性,而且往往成本高昂。洞穴学家使用的现代方法,包括通过激光笔测量生成地形“骨架”,使测量得到广泛的发展,但缺乏分辨率。相反,使用激光雷达技术,虽然能够获得亚毫米扫描,但意味着使用昂贵的设备和精密电子设备,这些设备和精密电子设备往往不适合这种恶劣的地下环境。在这项研究中,我们建议通过摄影测量测试使用低成本相机(动作相机类型)对洞穴进行完整的3D建模,目的是将结果与基于全站仪精确测量的一系列地形标记的静态激光雷达调查结果进行比较。我们的研究结果表明,与静态激光雷达相比,摄影测量是一种速度更快、适应性更强的方法,可以大幅减少伪影和阴影。虽然涉及图像相关的后处理对摄影测量来说计算量更大,但我们探索了各种减少计算时间的策略。最后,我们证明了地形标记上的残余定位误差与激光雷达的定位误差具有相似的厘米量级。最近计算能力的进步使得在地下开发中考虑使用摄影测量技术成为可能,在这种情况下,这是一种更传统的激光雷达的替代方案。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Full size cave 3D modelling using close range photogrammetry and comparison with laser scanning

Although underground topography methods have significantly evolved in the past two decades, it is still challenging and often costly to create comprehensive 3D models of caves or artificial cavities. Modern methods used by speleologists, involving the generation of a topographic ‘skeleton’ through laser pointer measurements, enable surveying extensive developments but suffer from a lack of resolution. Conversely, the use of LiDAR technologies, while capable of obtaining sub-millimeter scans, implies the use of expensive equipment and precision electronics often unsuitable for this harsh underground environment. In this study, we propose to test the use of low-cost cameras (action-cam type) for the complete 3D modeling of a cave through photogrammetry aiming to compare the results with a static LiDAR survey based on a series of topographic markers precisely measured with a total station. Our findings indicate that photogrammetry is an approach significantly faster and more adaptable in the field, leading to a substantial reduction in artifacts and shadows compared to static LiDAR usage. Although post-processing involving image correlation is more computationally intensive for photogrammetry, we explore various strategies to reduce the calculation times. Ultimately, we demonstrate that the residual positioning errors on the topographic markers are of similar centimetric magnitude to those of LiDAR. Recent advancements in computing capabilities now make it feasible to consider the use of photogrammetry for extended underground developments, presenting a promising alternative to the more conventionally employed LiDAR in such contexts.

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来源期刊
Applied Geomatics
Applied Geomatics REMOTE SENSING-
CiteScore
5.40
自引率
3.70%
发文量
61
期刊介绍: Applied Geomatics (AGMJ) is the official journal of SIFET the Italian Society of Photogrammetry and Topography and covers all aspects and information on scientific and technical advances in the geomatics sciences. The Journal publishes innovative contributions in geomatics applications ranging from the integration of instruments, methodologies and technologies and their use in the environmental sciences, engineering and other natural sciences. The areas of interest include many research fields such as: remote sensing, close range and videometric photogrammetry, image analysis, digital mapping, land and geographic information systems, geographic information science, integrated geodesy, spatial data analysis, heritage recording; network adjustment and numerical processes. Furthermore, Applied Geomatics is open to articles from all areas of deformation measurements and analysis, structural engineering, mechanical engineering and all trends in earth and planetary survey science and space technology. The Journal also contains notices of conferences and international workshops, industry news, and information on new products. It provides a useful forum for professional and academic scientists involved in geomatics science and technology. Information on Open Research Funding and Support may be found here: https://www.springernature.com/gp/open-research/institutional-agreements
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