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机载激光雷达点云数据地面滤波算法综述

阎跃观 张洁 李靖宇 刘柒 崔芳杰

北京测绘2024,Vol.38Issue(11):1513-1520,8.
北京测绘2024,Vol.38Issue(11):1513-1520,8.DOI:10.19580/j.cnki.1007-3000.2024.11.001

机载激光雷达点云数据地面滤波算法综述

A review of ground filtering algorithms for airborne LiDAR point cloud data

阎跃观 1张洁 1李靖宇 1刘柒 1崔芳杰1

作者信息

  • 1. 中国矿业大学(北京)地球科学与测绘工程学院,北京 100083
  • 折叠

摘要

Abstract

As a brand-new method in the field of remote sensing information acquisition,airborne light detection and ranging(LiDAR)technology can quickly and accurately obtain ground three-dimensional(3D)coordinate information and plays an increasingly important role in topographic mapping,environmental monitoring,forest protection,and urban 3D modeling.As the core link of extracting digital elevation models,ground filtering technology has been extensively studied by a large number of Chinese and foreign scholars.On the basis of previous studies,this paper carried out systematic sorting and summary.It briefly introduced the development status of the airborne LiDAR system,then discussed the development history of ground filtering technology,and made systematical classification.Finally,the shortcomings of the current ground filtering algorithm were summarized,and the development trend in this field in the future was prospected.

关键词

机载激光雷达/点云滤波/滤波算法/综述

Key words

light detection and ranging(LiDAR)/point cloud filtering/filtering algorithm/review

分类

天文与地球科学

引用本文复制引用

阎跃观,张洁,李靖宇,刘柒,崔芳杰..机载激光雷达点云数据地面滤波算法综述[J].北京测绘,2024,38(11):1513-1520,8.

基金项目

国家自然科学基金(52394191) (52394191)

北京测绘

1007-3000

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