基于目标定向扩展的地面激光扫描配准

IF 1.2 Q4 REMOTE SENSING Journal of Applied Geodesy Pub Date : 2021-12-02 DOI:10.1515/jag-2020-0030
Jannik Janßen, H. Kuhlmann, C. Holst
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引用次数: 7

摘要

摘要在几乎所有使用地面激光扫描的项目中,扫描必须在数据采集后进行登记。尽管有越来越多的新的和自动化的注册方法,但经典的基于目标的注册仍然是标准程序之一。优点是显而易见的:独立于扫描对象,几何配置经常会受到影响,配准结果易于解释。当使用平面黑白目标时,估计目标中心的算法通过扫描目标来拟合平面。到目前为止,有关平面方向的这些信息尚未使用。因此,在登记中包括该信息不需要在扫描过程中付出任何额外的努力。在本文中,我们通过平面定向扩展了基于目标的配准。我们描述了所需的方法,分析了精度和可靠性方面的优势,并讨论了在哪些情况下扩展是有用的,并带来了相关的优势。基于仿真和两个案例研究,我们发现,特别是对于几何配置不好的注册,扩展带来了很大的优势。该扩展使注册更加精确。这些在已注册的点云上也可见。因此,只有在基于目标的注册中进行方法上的改变才能改善其结果。
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Target-based terrestrial laser scan registration extended by target orientation
Abstract In almost all projects, in which terrestrial laser scanning is used, the scans must be registered after the data acquisition. Despite more and more new and automated methods for registration, the classical target-based registration is still one of the standard procedures. The advantages are obvious: independence from the scan object, the geometric configuration can often be influenced and registration results are easy to interpret. When plane black-and-white targets are used, the algorithm for estimating the target center fits a plane through the scan of a target, anyway. This information about the plane orientation has remained unused so far. Hence, including this information in the registration does not require any additional effort in the scanning process. In this paper, we extend the target-based registration by the plane orientation. We describe the required methodology, analyze the benefits in terms of precision and reliability and discuss in which cases the extension is useful and brings a relevant advantage. Based on simulations and two case studies we find out that especially for registrations with bad geometric configurations the extension brings a big advantage. The extension enables registrations that are much more precise. These are also visible on the registered point clouds. Thus, only a methodological change in the target-based registration improves its results.
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来源期刊
Journal of Applied Geodesy
Journal of Applied Geodesy REMOTE SENSING-
CiteScore
2.30
自引率
7.10%
发文量
30
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