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Vertical Accuracy of a Ground Filtered VA V-derived DEM Using Cloth Simulation Filtering Algorithm

机译:基于布料模拟滤波算法的地面滤波VA V衍生DEM的垂直精度

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Collecting earth surface data using U nmanned Aerial Vehicles (VA V) become more easy and accurate in the recent time. Based on photogrammetry, point clouds data can be produced from small format aerial photography (SF AP) using Structure from Motion (SfM) to make 3D model called Digital Surface Model (DSM). To create Digital Elevation Model (DEM), ground filtering must be applied to DSM. LiDAR point clouds data is common source data to create DEM. In this research, DEM is created by executing ground filtering algorithm called Cloth Simulation Filtering (DSM) to VA V-derived DSM with different cloth resolution. The aim of this research is to examine vertical accuracy of VA V-Derived DEM using Cloth Simulation Filtering method. The result accuracy from this algorithm calculated according Badan Informasi Geospasial (Geospatial Information Agency of Indonesia) vertical error calculation. The result show different accuracy for each cloth resolution. Vertical accuracy from 0.5, 1, and 2 size of cloth resolution consecutively is 2.34 m, 4.0 m error, and 26.27 m.
机译:最近,使用无人机(VA V)收集地表数据变得更加容易和准确。基于摄影测量,可以使用运动结构(SfM)从小型航空摄影(SF AP)生成点云数据,以制作称为数字表面模型(DSM)的3D模型。要创建数字高程模型(DEM),必须将地面滤波应用于DSM。 LiDAR点云数据是创建DEM的常见源数据。在这项研究中,DEM是通过对具有不同布料分辨率的VA V派生的DSM执行称为Cloth Simulation Filtering(DSM)的地面滤波算法来创建的。这项研究的目的是使用布料模拟滤波方法检查VA V衍生DEM的垂直精度。该算法的结果准确性是根据Badan Informasi Geospasial(印度尼西亚地理空间信息局)垂直误差计算得出的。结果表明,每种布料分辨率的精度都不同。垂直精度从布料分辨率的0.5、1和2大小开始依次为2.34 m,4.0 m误差和26.27 m。

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