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多源数据与机载LiDAR数据的DTM提取算法
引用本文:刘沛,李英成,薛艳丽,丁晓波,罗祥勇,李见阳.多源数据与机载LiDAR数据的DTM提取算法[J].测绘科学,2010,35(6):147-150.
作者姓名:刘沛  李英成  薛艳丽  丁晓波  罗祥勇  李见阳
作者单位:中国测绘科学研究院,北京,100039;四川省第三测绘工程院,成都,610500
基金项目:地理空间信息工程国家测绘局重点实验室经费资助项目
摘    要:本文提出了基于坡度因子的概念、利用已知DEM辅助信息、针对LIDAR点云迭代进行DTM提取的新方法。主要介绍了多源数据配准、激光点云滤波算法的原理,并在山地、居民、水域等地区进行了实验,同时应用两种精度验证方法对实验数据进行运算和评价。实验证明该算法不依赖初始坡度设定,自适应性较好。

关 键 词:激光雷达(激光测高)  滤波  数字地面模型  坡度

New algorithm of LiDAR filtering with multiple data
LIU Pei,Li Ying-cheng,XUE Yan-li,DING Xiao-bo,LUO Xiang-yong,LI Jian-yang.New algorithm of LiDAR filtering with multiple data[J].Science of Surveying and Mapping,2010,35(6):147-150.
Authors:LIU Pei  Li Ying-cheng  XUE Yan-li  DING Xiao-bo  LUO Xiang-yong  LI Jian-yang
Abstract:This article presents a new algorithm of airborne LiDAR (Light Detection And Ranging) filter with slope factors based on multiple data,taking given Digital Terrain Model (DTM) as an example.First,the increasing demand of LiDAR and its elements shall be introduced.Second,there are several good laser points filtering algorithms based on laser points only,which would have limited adaptabilities.Third,the approach and concepts of this new filtering method are recommended in the paper.And then the experiment conclusion,issues occurred and the following research plan are presented.
Keywords:LiDAR (Laser Scanning)  filtering  digital terrain model  slope
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