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《Science of Surveying and Mapping》 2015-06
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Research on registration method of subway tunnel 3D laser scanner data

XIE Qiu-ping;YU Hai-yang;YU Peng-lei;LU Xiao-ping;LI Cheng;Key Laboratory of Mine Spatial Information Technologies of NASG,Henan Polytechnic University,Jiaozuo 454000,China;School of Surveying and Land Information Engineering,Henan Polytechnic University;Key Laboratory of Mine Spatial Information Technologies of NASG,Henan Polytechnic University;  
For the computational efficiency of traditional Iterative Closest Point(ICP)algorithm used in the registration of the two adjacent stations was low,this paper proposed an improved ICP algorithm based on feature points,which used the two adjacent station data to realize the registration:first voxel grid method was used to streamline the two point cloud data sets,the normal vector of the points was calculated after streamlined,and then the corresponding relationship of feature points was searched by using kd-tree nearest neighbor query and optimal transformation matrix was estimated to update the global transformation.The experiment result showed that the efficiency and precision of the improved ICP algorithm was higher than other algorithms in the registration of tunnel point clouds data,which could provide guarantee for the tunnel deformation monitoring.
【Fund】: 国家自然科学基金资助项目(U1304402);; 卫星测绘技术与应用国家测绘地理信息局重点实验室资助项目(KLAMTA-201405);; 河南省高校科技创新团队支持计划资助项目(14IRTSTHNO26)
【CateGory Index】: TP391.41
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【Citations】
Chinese Journal Full-text Database 3 Hits
1 YUAN Jian-ying,LIU Xian-yong,LIU Wei,GUO Jin(School of Information Engineering,South West University ofScience and Technology,Mianyang 621002,China);Research on precise registration of multi-views based on improved ICP algorithm[J];Transducer and Microsystem Technologies;2008-05
2 ZHANG Xiao-juan1,LI Zhong-ke1,WANG Xian-ze1,L Pei-jun2,WANG Yong2(1.Second Artillery Engineering College,Xi'an 710025,China; 2.School of Stomatology,Beijing University,Beijing 100871,China);Research of 3D point cloud data registration algorithms based on feature points and improved ICP[J];Transducer and Microsystem Technologies;2012-09
3 XING Zheng-quan,DENG Ka-zhong,XUE Ji-qun(School of Environment Science and Spatial Informatics of China University of Mining and Technology/Jiangsu Key Laboratory of Resources and Environmental Information Engineering,Jiangsu Xuzhou 221116,China);Initial registration for point cloud based on K-nearest neighbor search[J];Science of Surveying and Mapping;2013-02
【Co-citations】
Chinese Journal Full-text Database 10 Hits
1 Xu Yuanqiang 1,2),Gao Jingxiang 1,2),Zhang Li 1,2),Wang Jian 1,2) and Zheng Nanshan 1,2) 1)China University of Mining and Technology,Key Laboratory for Land Environment and Disaster Monitoring of SBSM,Xuzhou 221116 2)China University of Mining and Technology,Jiangsu Key Laboratory of Resources and Environmental Information Engineering,Xuzhou 221116;RESEARCH ON POINT CLOUD REGISTRATION ERROR OF TERRESTRIAL LASER SCANNING[J];Journal of Geodesy and Geodynamics;2011-02
2 ZHU Ruifang,FANG Yong(School of Communication and Information Engineering,Shanghai University,Shanghai 200071,China);New method for multi-view point cloud data synchronization registration[J];Remote Sensing for Land & Resources;2013-02
3 ZHAO Lu-lu,GENG Guo-hua,WANG Xiao-feng,LIU Qian(School of Information Science and Technology,Northwest University,Xi'an Shaanxi 710127,China);Three dimensional reconstruction algorithm based on uncalibrated multiple images[J];Journal of Computer Applications;2012-10
4 SU Yingbin SONG Feifeng TIAN Shiqian(College of Earth Science and Engineering,Hohai University,Nanjing 210098);Factors Influencing the Accuracy of 3D Laser Data Acquisition[J];Computer & Digital Engineering;2013-06
5 QIAO Xuejun;ZHAO Junli;LU Jianqing;XIE Wenkui;School of Science, Xi'an University of Architecture and Technology;Engineering Research Center of Virtual Reality and Applications Ministry of Education ( MOE);College of Information Science and Technology, Beijing Normal University;College of Software and Technology, Qingdao University;;3D craniofacial registration using parameterization[J];Journal of Computer Applications;2014-12
6 ZHU Xinyu;WAN Jianhua;LIU Shanw ei;ZENG Zhe;School of Geosciences,China University of Petroleum;;Improved ICP Algorithm for Point Cloud Registration[J];Hydrographic Surveying and Charting;2015-02
7 HUANG Ge;LI Xiaofeng;College of Computer Sci.,Sichuan Univ.;State Key Lab. of Fundamental Sci. on Synthetic Vision,Sichuan Univ.;;Fully Automatic Point Cloud Registration Algorithm Based on CEGI and Fourier Transformation[J];Journal of Sichuan University(Engineering Science Edition);2014-05
8 ZHONG Ying;LIU Fenghua;State Key Laboratory of Precision Measuring Technology and Instruments,Tianjin University;;Researches on Complex Three-Dimensional Point Cloud Model Automatic Registration Technology[J];World Sci-tech R & D;2014-02
9 YIN Jilin,XIE Jie (Institute of Image Processing and Pattern Recognition,Department of Automation,Shanghai Jiaotong University, Shanghai 200240,China);Research on An Improved Modified Surface Matching[J];Microcomputer Applications;2010-03
10 Chen Tianfan1,2 Gao Chenghui1 He Bingwei1 1.Fuzhou University,Fuzhou,350108 2.Fuzhou Polytechnic,Fuzhou,350108;Research on Point Cloud Registration about Sensor from Different View Points Based on Surface Fit[J];China Mechanical Engineering;2012-24
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 ZHAO Cheng-an ZHOU Chun-lai Information Engineering School,Communication University of China,Beijing 100024,China;Research and Implementation of Registering Range Images Based on ICP Algorithm[J];Journal of Communication University of China(Science and Technology);2008-01
2 ZHENG De-hua(Institution of Civil Engineering Hohai University,Jiangsu,Nanjing 210098,China);ICP algorithm and application in the data registration of building scanning point doud[J];Science of Surveying and Mapping;2007-02
3 DAI Yucheng,ZHANG Aiwu;Research on Fast Registration of 3D Laser Scanning Data[J];Bulletin of Surveying and Mapping;2010-06
4 TENG Zhiyuan,ZHANG Aiwu;Application of Unit Four Elements Method to Laser Point Cloud Coordinate Transformation[J];Bulletin of Surveying and Mapping;2010-11
5 Chen Yu and Bai Zhengdong(Department of Civil Engineering, Tsinghua University, Beijing 100084);AN NONLINEAR LEAST SQUARES ALGORITHM FOR SPATIAL COORDINATE TRANSFORMATION[J];Journal of Geodesy and Geodynamics;2010-02
6 ZHOU Qi-cai1,JIN Qi1,GAO Song1,HE Zi-qiang2(1.College of Mechanical Engineering,Tongji University,Shanghai 201804,China;2.Shanghai Metro Shield Machine Equipment & Engineering Co.,Ltd.,Shanghai 200031,China);A Tunnel Cross-Section Deformation Detection System Based on Laser Ranging Technology[J];Measurement & Control Technology;2010-05
7 Liu Shenglan Zhou Rurong Zhang Liyan (CAD/CAM Engineering Research Center, Nanjing University of Aeronautics and Astronautics, Nanjing 210016);Feature Line Extraction from Triangular Mesh Model[J];Journal of Computer Aided Design & Computer Graphics;2003-04
8 YANG Xian-hui1,WANG Hui-nan2 (1.College of Automation,Nanjing University of Aeronautics and Astronautics,Nanjing Jiangsu 210016,China 2.College of Astronautics,Nanjing University of Aeronautics and Astronautics,Nanjing Jiangsu 210016,China);Application Research of ICP Algorithm in 3D Point Cloud Alignment[J];Computer Simulation;2010-08
9 Chen Junting, Zhao Can, Wang Congjun, Mo Jianhua ( Institute of Mechanical Engineering, Heilongjiang University of Science & Technology, Harbin 150027, China; State Key Lab of Plastic Forming Simulation and Die & Mold Technology, Huazhong University of Science & Technology, Wuhan 430074, China);Research of Point Clouds Reorientation Based on Reference Point and ICP Algorithm[J];Computer Measurement & Control;2006-09
10 WU Min, ZHOU Lai shui, WANG Zhan dong, AN Lu ling (College of Mechanical and Electrical Engineering, Nanjing University of Aeronautics & Astronautics, Nanjing,210016,China);Research of Multi-View Registration and Integration on Measured Point Cloud Data[J];Journal of Nanjing University of Aeronautics & Astronautics;2003-05
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