UAV-based stereo vision for photogrammetric survey in aerial terrain mapping

K. N. Tahar, A. Ahmad, W. Wan Mohd Akib
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引用次数: 26

Abstract

Recently, Unmanned Aerial Vehicle (UAV) technology is becoming useful to solve problems in many applications. The aim of this study is to investigate the use of light weight rotary-wing UAV for mapping simulation model. The objective of this study is to determine the accuracy of the photogrammetric output. This study only concentrates on one type of rotor-wing UAV. It is because rotor-wing units are more stable and able to capture images easily. It allows remote control UAV to be practiced in any environment and urban mapping. In the simulation model, ground control points (GCP) and checked point (CP) were established using total station. The GCP is used in the photogrammetric processes to produce photogrammetric output while the CP is used for accuracy assessment. A Nikon Coolpix consumer digital camera was used for images acquisition of the simulation model where two methods were used. In the first method, the camera was mounted vertically in a rotary-wing UAV and captured the images at an altitude. In the second method, the camera is mounted vertically at a fixed height. The acquired images were processed using photogrammetric software to produce orthophoto and digital elevation model of the simulation model. From this study, it was found that root mean square errors for fixed platform are ±0.002m, ±0.001m, ±0.214m for coordinate x, y and z respectively while the root mean square errors for mobile platform are ±0.002m, ±0.002m, ±0.223m for coordinate x, y and z respectively. It can be concluded that the differences between the mobile and fixed platforms are not significant. In conclusion, UAV system can be used for large scale mapping for aerial terrain mapping.
基于无人机立体视觉的航空地形测绘摄影测量
近年来,无人机(UAV)技术在解决许多应用中的问题方面发挥着重要作用。本研究的目的是探讨轻型旋翼无人机在测绘仿真模型中的应用。本研究的目的是确定摄影测量输出的准确性。本研究仅针对一种旋翼无人机进行了研究。这是因为旋翼单元更稳定,能够轻松捕获图像。它允许远程控制无人机在任何环境和城市测绘中进行练习。在仿真模型中,利用全站仪建立地面控制点和检查点。GCP在摄影测量过程中用于产生摄影测量输出,而CP用于精度评估。仿真模型的图像采集采用尼康Coolpix消费类数码相机,采用两种方法。在第一种方法中,相机垂直安装在旋翼无人机上并在一定高度捕获图像。在第二种方法中,摄像机垂直安装在固定高度。利用摄影测量软件对采集的图像进行处理,生成模拟模型的正射影像图和数字高程模型。本研究发现,固定平台的x、y、z坐标的均方根误差分别为±0.002m、±0.001m、±0.214m,移动平台的x、y、z坐标的均方根误差分别为±0.002m、±0.002m、±0.223m。由此可见,移动平台与固定平台之间的差异并不显著。综上所述,无人机系统可用于航空地形测绘的大比例尺制图。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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