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An Analysis of the Influence of Flight Parameters in the Generation of Unmanned Aerial Vehicle (UAV) Orthomosaicks to Survey Archaeological Areas

机译:飞行参数对无人机(UaV)Orthomosaicks生成对考古区域调查的影响分析

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摘要

This article describes the configuration and technical specifications of a multi-rotorunmanned aerial vehicle (UAV) using a red–green–blue (RGB) sensor for the acquisition of imagesneeded for the production of orthomosaics to be used in archaeological applications. Several flightmissions were programmed as follows: flight altitudes at 30, 40, 50, 60, 70 and 80 m above groundlevel; two forward and side overlap settings (80%–50% and 70%–40%); and the use, or lack thereof,of ground control points. These settings were chosen to analyze their influence on the spatialquality of orthomosaicked images processed by Inpho UASMaster (Trimble, CA, USA). Changes inillumination over the study area, its impact on flight duration, and how it relates to these settingsis also considered. The combined effect of these parameters on spatial quality is presented as well,defining a ratio between ground sample distance of UAV images and expected root mean square of aUAV orthomosaick. The results indicate that a balance between all the proposed parameters is usefulfor optimizing mission planning and image processing, altitude above ground level (AGL) beingmain parameter because of its influence on root mean square error (RMSE).
机译:本文介绍了一种使用红绿蓝(RGB)传感器的多旋翼无人机(UAV)的配置和技术规格,该传感器用于采集用于考古应用的正马赛克的图像。若干飞行任务的编程如下:飞行高度在地面以上30、40、50、60、70和80 m处;向前和向后两个重叠设置(80%–50%和70%–40%);以及地面控制点的使用或不使用。选择这些设置是为了分析它们对Inpho UASMaster(美国加利福尼亚州特里布尔)处理的正畸图像的空间质量的影响。还应考虑研究区域的照明变化,其对飞行持续时间的影响及其与这些设置的关系。还介绍了这些参数对空间质量的综合影响,定义了无人机图像的地面样本距离与aUAV正畸的期望均方根之比。结果表明,所有建议参数之间的平衡对于优化任务计划和图像处理非常有用,因为海拔高度(AGL)对均方根误差(RMSE)的影响是主要参数。

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