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An Effective Approach for Rock Mass Discontinuity Extraction Based on Terrestrial LiDAR Scanning 3D Point Clouds

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成果类型:
期刊论文
作者:
Han, Xianquan*;Yang, Shengmei;Zhou, Fangfang;Wang, Jian;Zhou, Dongbo
通讯作者:
Han, Xianquan
作者机构:
[Han, Xianquan; Yang, Shengmei; Zhou, Fangfang] Changjiang River Sci Res Inst, Wuhan 430010, Hubei, Peoples R China.
[Wang, Jian] Minist Water Resources, Dept Construct & Management, Beijing 100053, Peoples R China.
[Zhou, Dongbo] Huazhong Normal Univ, Natl Engn Res Ctr E Learning Sci Hall, Wuhan 430079, Hubei, Peoples R China.
通讯机构:
[Han, Xianquan] C
Changjiang River Sci Res Inst, Wuhan 430010, Hubei, Peoples R China.
语种:
英文
关键词:
Discontinuity extraction;Double-clustering;Extended RANSAC;Normal vector;Quadtree-octree
期刊:
IEEE ACCESS
ISSN:
2169-3536
年:
2017
卷:
5
页码:
26734-26742
基金类别:
This work was supported in part by the National Natural Science Foundation of China under Grant 41301434, Grant 51509007, and Grant 51379023, and in part by the Open Foundation of Basic Scientific Research Operating Expenses of Central-Level Public Academies and Institutes under Grant CKSF2015020/GC and Grant CKSF2016033/GC.
机构署名:
本校为其他机构
院系归属:
教育信息技术学院
摘要:
This paper presents an effective approach for rock mass discontinuity extraction based on the terrestrial LiDAR scanning 3-D point clouds. First, a Quadtree-Octree index method that retained the adjacency relationship of rock point clouds was proposed to organize point cloud data in a high-efficiency manner. Second, the normal vector (NV) calculation was directly conducted by the local triangulated irregular networks together with eight neighborhood areas. Third, a double-clustering strategy was developed based on the Quadtree-Octree index and ...

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