期刊文献+

基于剖面和迭代选权曲面拟合的LIDAR点云滤波算法研究 被引量:1

Research on Profile and Iterative Powerfit for LIDAR Point Filtering
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摘要 LIDAR数据是目前最为理想的生产DEM/DSM的数据源,利用机载激光雷达获取DEM/DSM数据是机载激光雷达最为直接的应用。提出了一种剖面的数据表达方式对离散的LIDAR点云数据进行组织,同时对点云数据做初步的分类,在此基础上用迭代选权曲面拟合的滤波算法对地面点和非地面点做进一步的分类,以提高LIDAR点云数据的滤波效果的方法。 LIDAR data is the most ideal source for DEM/DSM which is the most direct application of it. A kind of profile data expression to discrete I.IDAR data is processed as classified point cloud , And iteration with variable weights surface fitting filter algorithm to points is further classified which can improve the 1.1DAR point cloud filtering effect .
出处 《全球定位系统》 2013年第1期73-76,共4页 Gnss World of China
关键词 剖面 迭代选权 曲面拟合 滤波 Profile iteration with variable weights surface fitting filtering
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  • 1龚衍,陈楚,舒宁.激光扫描深度数据配准方法的研究[J].测绘信息与工程,2006,31(1):13-14. 被引量:1
  • 2张昊,蒋立辉,汪承义.基于LIDAR点云生成DSM的插值方法研究[J].现代电子技术,2007,30(11):4-6. 被引量:11
  • 3龚衍,舒宁.基于逐次投影寻踪的高光谱影像降维方法研究[J].测绘信息与工程,2007,32(3):1-3. 被引量:7
  • 4[2]Axelsson P.Processing of laser scanner data-algorithms and applications[J].ISPRS Journal of Photogrammetry and Remote Sensing,1999,54(2/3):138-147.
  • 5[3]Kraus K, Pfeifer N.Determination of terrain models in wooded areas with airborne laser scanner data[J].ISPRS Journal of photogrammetry and remote sensing, 1998, 53(4):193-203.
  • 6[4]Fritsch D, Kilian J.Filtering and calibration of laser scanner measurements[J].Arch.Of Phtotogrammetry and Remote Sensing, 1994,30(3):227-234.
  • 7[5]Huising E J,Gomes Pereira L M. Errors and accuracy estimates of laser data acquired by various laser scanning systems for topographic applications [J].ISPRS Journal of photogrammetry and remote sensing, 1998,53(4):245-261.
  • 8[6]Hug Ch, Wehr A. Detecting and identifying topographic objects in imaging laser altimetry data [J].International Archives of Photogrammetry and Remote Sensing, 1997, 32(3-4W2):19-26.
  • 9[7]Vosselman G.Slope based filtering of laser altimetry data [J].International Archives of Photogrammetry and Remote Sensing,Amsterdam. 2000,33(B3):935-942.
  • 10[8]Pfeifer N,Reiter T, Briese C, Rieger W.Interpolation of high quality ground models from laser scanner data in forested areas. I International Archives of Photogrammetry and Remote Sensing, ISPRS Workshop,[J].La Jolla, California:1999,32(3-W14):31-36.

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  • 1王刃,徐青,朱新慧.基于小波分层原理的机载激光雷达数据滤波[J].海洋测绘,2007,27(6):52-54. 被引量:3
  • 2PFEIFER N,STADLER P.Derivation of Digital Terrain Models in the SCOP++Environment[C]∥Proceedings of OEEPE Workshop on Airborne Laser Scanning and In-terferometric SAR for Detailed Digital Elevation Models.Stockholm,2001:1-12.
  • 3ZHANG K,CHEN S C,WHITMANETAL D.A Progressive Morphological Filter for Removing Nonground Measurements from Airborne Lidar Data[J].IEEE Transactions on Geoscience and Remote Sensing,2003,41(4):872-882.
  • 4KILIAN J,HAALA N,ENGLICH M.Capture and Evaluation of Airborne Laser Scanner Data[J].International Archives of Photogrammetry and Remote Sensing,1996,53:383-388.
  • 5CHEN CHUANFA,LI YANYAN.A Multiresolution Hierarchical Classification Algorithm for Filtering Airborne Li DAR Data[J].ISPRS Journal of Photogrammetry and Remote Sensing,2013,82:1-9.
  • 6ZHANG K,WHITMAN D.Comparison of Three Algorithms for Filtering Airborne Li DAR data[J].Photogrammetric Engineering and Remote Sensing,2005,71(3):313-324.
  • 7VOSSELMAN G.Slope Based Filtering of Laser Altimetry Data[J].International Archives of the Photogrammetry and Remote Sensing,2000,33(B3):935-942.
  • 8ELMQVIST,JUNGERT,LANTZ,et al.Terrain Modeling and Analysis Using Laser Scanner Data[J].International Archives of Photogrammetry,Remote Sensing and Spatial Information Science,2001,34(3/W4):219-226.
  • 9MENG,WANG,SILVN-CRDENAS,et al.A Multi-Directional Ground Filtering Algorithm for Airborne Li DAR[J].Photogrammetric Engineering and Remote Sensing,2009,64(1):117-124.
  • 10SHAO YICHEN,CHEN LIANGCHIEN.Automated Searching of Ground Points From Airborne Li DAR Data Using a Climbing and Sliding Method[J].Photogrammetric Engineering and Remote Sensing,2008,74(5):625-635.

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