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Development and Evaluation of a UAV-Photogrammetry System for Precise 3D Environmental Modeling

机译:用于精确3D环境建模的无人机摄影测量系统的开发和评估

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The specific requirements of UAV-photogrammetry necessitate particular solutions for system development, which have mostly been ignored or not assessed adequately in recent studies. Accordingly, this paper presents the methodological and experimental aspects of correctly implementing a UAV-photogrammetry system. The hardware of the system consists of an electric-powered helicopter, a high-resolution digital camera and an inertial navigation system. The software of the system includes the in-house programs specifically designed for camera calibration, platform calibration, system integration, on-board data acquisition, flight planning and on-the-job self-calibration. The detailed features of the system are discussed, and solutions are proposed in order to enhance the system and its photogrammetric outputs. The developed system is extensively tested for precise modeling of the challenging environment of an open-pit gravel mine. The accuracy of the results is evaluated under various mapping conditions, including direct georeferencing and indirect georeferencing with different numbers, distributions and types of ground control points. Additionally, the effects of imaging configuration and network stability on modeling accuracy are assessed. The experiments demonstrated that 1.55 m horizontal and 3.16 m vertical absolute modeling accuracy could be achieved via direct geo-referencing, which was improved to 0.4 cm and 1.7 cm after indirect geo-referencing.
机译:无人机摄影测量的特殊要求需要特定的系统开发解决方案,在最近的研究中,这些解决方案大多被忽略或没有得到充分评估。因此,本文介绍了正确实施无人机摄影测量系统的方法和实验方面。该系统的硬件包括电动直升机,高分辨率数码相机和惯性导航系统。该系统的软件包括专门为相机校准,平台校准,系统集成,机载数据采集,飞行计划和在职自校准而设计的内部程序。讨论了系统的详细功能,并提出了解决方案,以增强系统及其摄影测量输出。所开发的系统经过广泛测试,可以对露天砾石矿山的严峻环境进行精确建模。在各种制图条件下评估结果的准确性,包括直接地理配准和具有不同数量,分布和类型的地面控制点的间接地理配准。此外,评估了成像配置和网络稳定性对建模精度的影响。实验表明,通过直接地理参考可以达到1.55 m的水平绝对精度和3.16 m垂直的绝对建模精度,间接地理参考后可以提高到0.4 cm和1.7 cm。

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