期刊文献+

LIDAR点云滤波算法分析——以ISPRS测试实验为参考 被引量:11

The analysis of LIDAR data filter algorithms——A case study of ISPRS test data
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摘要 在分析ISPRS测试实验的基础上,研究机载LIDAR点云数据滤波算法的特性,将算法分成4类进行介绍,总结经典算法的定量分析性能,为后续的研究提供一个参考,并展望滤波算法改进和发展的方向。 It is based on the ISPRS test,analyzing and studying the characteristic of filter algorithm on the LIDAR cloud points,then introduced the classification of data filter method into 4 types.It summarized the quantitative analysis of the classical method and can be referenced for the further research.Finally the author viewed the filter direction of improvement and development.
出处 《测绘工程》 CSCD 2011年第5期36-39,52,共5页 Engineering of Surveying and Mapping
基金 矿山空间信息技术国家测绘局重点实验室开放基金资助项目(KLM200904)
关键词 LIDAR 点云数据 ISPRS 滤波 LIDAR cloud points ISPRS filter
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参考文献14

  • 1邵怡诚 陈良健.空载光光云于DEM自动生产与精度评估-使用ISPRS测试资料为例.台湾航测及遥感学刊,2006,:1-12.
  • 2黄先锋,李卉,王潇,张帆.机载LiDAR数据滤波方法评述[J].测绘学报,2009,38(5):466-469. 被引量:96
  • 3张靖,高伟.LAS格式解析及其扩展域的应用[J].测绘科学,2008,33(3):154-155. 被引量:16
  • 4SITHOLE, VOSSELMAN. ISPRS. ISPRS Comparison of Filters. ISPRS, 2003.
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  • 8BROVELLI. Managing and processing LIDAR data within GRASS [J]. Proceedings of the open source GIS- GRASS users conference, 2002.
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二级参考文献15

  • 1张小红.利用机载LIDAR双次回波高程之差分类激光脚点[J].测绘科学,2006,31(4):48-50. 被引量:40
  • 2王雅琴,陶华学,高华,孙翠羽.基于GML的多源异构数据交换模式研究[J].测绘科学,2006,31(2):88-89. 被引量:17
  • 3VOSSELMAN G. Slope Based Filtering of Laser Altimetry Data[J]. IAPRS, 2000, 33(B3/2): 935-942.
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  • 6KILIAN J, HAALA N, ENGLICH M. Capture and Evaluation of Airborne Laser Scanner Data[J]. IAPRS, 1996, 31(B3) : 383-388.
  • 7ZHANG K Q. A Progressive Morphological Filter for Removing Non-ground Measurements from Airborne LiDAR Data[J]. IEEE Transactions on Geoscienee and Remote Sensing, 2003, 41(4): 872-882.
  • 8CHEN Q. Filtering Airborne Laser Scanning Data with Morphological Methods[J].Photogrammetric Engineering and Remote Sensing, 2007, 73(2): 175-185.
  • 9KRAUS K, PFEIFER N. A New Method for Surface Reconstruction from Laser Scanner Data[J]. IAPRS, 1997, 32(2) : 80-86.
  • 10LEE H S, YOUNAN N H. DTM Extraction of LiDAR Returns via Adaptive Processing[J]. IEEE Transactions on Geoscienee and Remote Sensing, 2003, 41(9): 2063-2069.

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引证文献11

二级引证文献56

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