Analysis and Design of Protocol for the Reconstruction of Computer Field Model Using Dron and Photogrammetry

Boris Tunjić, A. Bernik, Andrej Cep
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引用次数: 0

Abstract

: One of the main challenges in aerial photogrammetry is the lack of standardization in the process of data integration, which is the first step in 3D reconstruction. This study analyses the influence of the distance from the camera to the subject of the recording, the influence of different overlap percentages in photography as well as the difference between the three methods of re-cording in programming flight plans. DJI Phantom 3 unmanned aerial vehicle and PIX4Dmapper software for 3D reconstruction were used in this research. The old town of Medvedgrad near Zagreb, Croatia was the subject of recording. The purpose of this study is to design a standardized image recording protocol that would contribute to a faster and more optimal workflow while maintaining a quantitatively measured quality according to the total number of 2D key points per image and the total number of 3D key points in a point cloud. Based on research and the obtained results, the possibility of data recording at a distance of up to 30 m without a significant loss (3.6%) of the number of 2D key points per photograph was proven. A larger horizontal distance allows recording from one viewing altitude if the height of the subject does not exceed 30 m. This study determines that 85% image overlap results in an almost identical number of 3D key points (0.7% difference) as well as 90% image overlap. The authors proposed a new flight plan, which would implement optimized parameters obtained in this research.
利用无人机和摄影测量重建计算机现场模型的协议分析与设计
航空摄影测量面临的主要挑战之一是数据整合过程缺乏标准化,而数据整合是三维重建的第一步。本研究分析了相机到记录对象距离的影响,不同重叠百分比在摄影中的影响,以及三种记录方式在飞行计划编程中的差异。本研究使用大疆幻影3无人机和PIX4Dmapper软件进行三维重建。克罗地亚萨格勒布附近的梅德维德格勒老城是录音的主题。本研究的目的是设计一种标准化的图像记录协议,该协议将有助于更快,更优化的工作流程,同时根据每个图像的2D关键点总数和点云中的3D关键点总数保持定量测量的质量。基于研究和获得的结果,证明了在长达30米的距离上记录数据而不会显著损失(3.6%)每张照片的2D关键点数量的可能性。如果拍摄对象的高度不超过30米,更大的水平距离允许从一个观看高度进行记录。本研究确定85%的图像重叠产生的3D关键点数量几乎相同(相差0.7%),90%的图像重叠。作者提出了一种新的飞行计划,该计划将实现本研究得到的优化参数。
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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来源期刊
Journal of Computer Science
Journal of Computer Science Computer Science-Computer Networks and Communications
CiteScore
1.70
自引率
0.00%
发文量
92
期刊介绍: Journal of Computer Science is aimed to publish research articles on theoretical foundations of information and computation, and of practical techniques for their implementation and application in computer systems. JCS updated twelve times a year and is a peer reviewed journal covers the latest and most compelling research of the time.
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