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Parametric analysis for automated extractions of road edges from mobile laser scanning data

机译:从移动激光扫描数据中自动提取道路边缘的参数分析

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摘要

The applicability of Mobile Laser Scanning (MLS) systems continue to prove their worth in route corridor mapping due to the rapid,\udcontinuous and cost effective 3D data acquisition capability. LiDAR data provides a number of attributes which can be useful for\udextracting various road features. Road edge is a fundamental feature and its accurate knowledge increases the reliability and\udprecision of extracting other road features. We developed an automated algorithm for extracting left and right edges from MLS data.\udThe algorithm involved several input parameters which are required to be analysed in order to find their optimal values. In this\udpaper, we present a detailed analysis of the dimension parameters of input data and raster cell in our algorithm. These parameters\udwere analysed based on temporal, completeness and accuracy performance of our algorithm for their different sets of values. This\udanalysis provided the estimation of an optimal values of parameters which were used to automate the process of extracting road\udedges from MLS data.
机译:由于快速,连续且具有成本效益的3D数据采集功能,移动激光扫描(MLS)系统的适用性继续证明了其在路线走廊映射中的价值。 LiDAR数据提供了许多属性,这些属性可用于\反提取各种道路特征。道路边缘是基本特征,其准确的知识可提高提取其他道路特征的可靠性和准确性。我们开发了一种自动算法,用于从MLS数据中提取左边缘和右边缘。\ ud该算法涉及几个输入参数,需要对其进行分析才能找到其最佳值。在本文中,我们对算法中输入数据和栅格像元的尺寸参数进行了详细分析。这些参数是根据我们算法的时间,完整性和准确性性能针对其不同的值集进行分析的。该分析提供了参数最佳值的估计,这些参数用于自动从MLS数据提取道路\边缘的过程。

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