Automatic building extraction from LIDAR point data in urban areas

被引:0
|
作者
Wang, Chengyi [1 ]
Zhao, Zhongming [1 ]
机构
[1] Chinese Acad Sci, Natl Engn Res Ctr Geoinformat, Inst Remote Sensing Applicat, POB 9718, Beijing 100101, Peoples R China
关键词
digital surface model; digital elevation model; light detecting and ranging; the nearest neighbor method; the inverse distance weight method;
D O I
10.1117/12.712940
中图分类号
TP7 [遥感技术];
学科分类号
081102 ; 0816 ; 081602 ; 083002 ; 1404 ;
摘要
Laser scanning is a fast and precise technique for resampling the earth into irregular pattern. The large number of laser points hitting planar facades in urban areas makes it possible to extract objects (buildings, vegetation, etc.) in the areas. This paper has presented a new approach to extract buildings through analyzing characteristic of contours generated from LIDAR point data, which has been proved to be a robust and reliable method.
引用
收藏
页数:7
相关论文
共 50 条
  • [1] Automatic vehicle extraction from airborne LiDAR data of urban areas aided by geodesic morphology
    Yao, Wei
    Hinz, Stefan
    Stilla, Uwe
    PATTERN RECOGNITION LETTERS, 2010, 31 (10) : 1100 - 1108
  • [2] Automatic Vehicle Extraction from Airborne LiDAR Data of Urban Areas using Morphological Reconstruction
    Yao, Wei
    Hinz, Stefan
    Stilla, Uwe
    2008 IAPR WORKSHOP ON PATTERN RECOGNITION IN REMOTE SENSING, 2008, : 13 - 16
  • [3] Automatic building extraction from LiDAR data fusion of point and grid-based features
    Du, Shouji
    Zhang, Yunsheng
    Zou, Zhengrong
    Xu, Shenghua
    He, Xue
    Chen, Siyang
    ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING, 2017, 130 : 294 - 307
  • [4] Automatic Building Extraction from LIDAR Data and Digital Maps
    Park, Jihye
    Lee, Lmpyeong
    Choi, Yunsoo
    INTERNATIONAL JOURNAL OF URBAN SCIENCES, 2006, 10 (01) : 19 - 28
  • [5] Automatic building extraction and segmentation directly from Lidar point clouds
    Jiang, Jingjue
    Ming, Ying
    GEOINFORMATICS 2006: REMOTELY SENSED DATA AND INFORMATION, 2006, 6419
  • [6] Building Boundary Extraction from LiDAR Point Cloud Data
    Dey, Emon Kumar
    Awrangjeb, Mohammad
    Kurdi, Fayez Tarsha
    Stantic, Bela
    2021 INTERNATIONAL CONFERENCE ON DIGITAL IMAGE COMPUTING: TECHNIQUES AND APPLICATIONS (DICTA 2021), 2021, : 197 - 202
  • [7] Urban building reconstruction from raw LiDAR point data
    Yi, Cheng
    Zhang, Yuan
    Wu, Qiaoyun
    Xu, Yabin
    Remil, Oussama
    Wei, Mingqiang
    Wang, Jun
    COMPUTER-AIDED DESIGN, 2017, 93 : 1 - 14
  • [8] Automatic Forest Road Extraction from LiDAR Data of Mountainous Areas
    Even, Philippe
    Ngo, Phuc
    DISCRETE GEOMETRY AND MATHEMATICAL MORPHOLOGY, DGMM 2021, 2021, 12708 : 93 - 106
  • [9] An Automatic Building Extraction and Regularisation Technique Using LiDAR Point Cloud Data and Orthoimage
    Gilani, Syed Ali Naqi
    Awrangjeb, Mohammad
    Lu, Guojun
    REMOTE SENSING, 2016, 8 (03)
  • [10] AUTOMATIC EXTRACTION AND REGULARIZATION OF BUILDING OUTLINES FROM AIRBORNE LIDAR POINT CLOUDS
    Albers, Bastian
    Kada, Martin
    Wichmann, Andreas
    XXIII ISPRS CONGRESS, COMMISSION III, 2016, 41 (B3): : 555 - 560