冯鸣;杨明龙;夏永华;柏宏强;

• 1:昆明理工大学国土资源工程学院
• 2:云南省高校高原山区空间信息测绘技术应用工程研究中心

摘要(Abstract)：

针对三维激光扫描仪在数据采集过程中,受到多重因素的限制,难以完整的获取物体表面三维数据的难题,该文采用融合多种数据源的方法来获取地物表面完整的三维数据。该文结合三维激光扫描技术和无人机倾斜摄影测量技术对大理苍山石门关世界地质公园的高陡崖进行三维数据采集。以地面三维激光点云数据为基础,融合无人机倾斜摄影测量点云数据,得到研究区域完整的三维点云,对融合后的多点云进行编辑处理、重建得到高陡崖完整的三维模型。文中对多点云融合建模("点云+点云"融合建模)及单一点云建模后模型融合("模型+模型"融合建模)进行模型比较分析,得出这两种方法所建三维模型基本一致,并总结了两种建模方法的优势和不足。这两种技术及方法的结合不仅解决了高陡崖数据采集的难题还为类似的工程提供参考。

关键词(KeyWords)： 三维激光扫描技术;无人机倾斜摄影测量技术;多点云数据融合;高陡崖;三维模型融合

Abstract:

Keywords:

基金项目(Foundation): 国家自然科学基金项目(41861054);; 宜良九乡风景区三角洞洞内三维建模测绘(KKF0201856026);; 三维激光扫描和室内定位技术在地下空间信息化中的应用研究(KKF0201956004)

作者(Authors): 冯鸣;杨明龙;夏永华;柏宏强;

DOI: 10.16251/j.cnki.1009-2307.2020.01.015

参考文献(References)：

• [1]李滨．徕卡三维激光扫描系统在文物保护领域的应用[J]．测绘通报，2008(6):72-73.(LI Bin.Application of Leica 3Dlaser scanning system in the field of cultural relic protection[J].Bulletin of Surveying and Mapping,2008(6):72-73.)
• [2]汪仁银，李开伟，陈锐，等．三维激光扫描技术在地形测绘中的应用[J]．测绘通报，2018(12):159-162.(WANG Renyin,LI Kaiwei,CHEN Rui,et al.Application of 3Dlaser scanning technology in topographic mapping[J]Bulletin of Surveying and Mapping,2018(12):159-162.)
• [3]李志鹏，张辛，喻守刚，等．基于三维激光扫描的大比例尺地形测绘方法研究[J]．人民长江，2014,45(7):70-73.(LI Zhipeng,ZHANG Xin,YU Shougang,et al.Research on large-scale topographic mapping based on 3D laser scanning[J].Yangtze River,2014,45(7):70-73.)
• [4]黄帆，李维涛，侯阳飞，等．激光点云的隧道数据处理及形变分析研究[J/OL]．测绘科学．[2019-04-16].http：//kns.cnki.net/kcms/detail/11.4415.P.20190125.1440.006.html.(HUANG Fan,LI Weitao,HOU Yangfei,et al.Tunnel data processing and deformation analysis study based on laser point cloud[J/OL].Science of Surveying and Mapping.[2019-04-16].http：//kns.cnki.net/kcms/detail/11.4415.P.20190125.1440.006.html.)
• [5]杜超，赵进，任宪友，等．TLS技术在环境地质灾害监测中的应用进展[J]．测绘科学，2018,43(6):65-71,105.(DU Chao,ZHAO Jin,REN Xianyou,et al.The review of TLS technology in environmental and geological disaster monitoring[J].Science of Surveying and Mapping,2018,43(6):65-71,105.)
• [6]李泽邦．基于三维激光扫描技术在矿山采空区边坡变形监测中的应用研究[D]．昆明：昆明理工大学，2018.(LI Zebang.Research on application of 3Dlaser scanning technology in slope deformation monitoring of mine goaf[D].Kunming:Kunming University of Science and Technology,2018.)
• [7]张柱柱，焦光伟，张冲，等．三维激光扫描的立式储罐变形监测方法[J]．测绘科学，2018,43(10):102-106,124.(ZHANG Zhuzhu,JIAO Guangwei,ZHANG Chong,et al.Vertical tank deformation monitoring and data processing method based on three-dimensional laser scanning technology[J].Science of Surveying and Mapping,2018,43(10):102-106,124.)
• [8] SCHREIBER S,HINZEN K G.Deformation analysis on ancient structures based on 3Dlaserscanning[C]//EGU General Assembly Conference.[S.l.]:[s.n.],2010.
• [9]徐进军，王海城，罗喻真，等．基于三维激光扫描的滑坡变形监测与数据处理[J]．岩土力学，2010,31(7):2188-2191,2196.(XU Jinjun,WANG Haicheng,LUO Yuzhen,et al.Deformation monitoring and data processing of landslide based on 3Dlaser scanning[J].Rock and Soil Mechanics,2010,31(7):2188-2191,2196.)
• [10]贾雪，刘超，徐炜，等．海量点云数据的建筑物三维模型重建[J]．测绘科学，2019,44(4):124-129,181.(JIA Xue,LIU Chao,XU Wei,et al.Research on 3Dreconstruction of buildings based on massive point cloud data[J].Science of Surveying and Mapping,2019,44(4):124-129,181.)
• [11]索俊锋，刘勇，蒋志勇，等．基于三维激光扫描点云数据的古建筑建模[J]．测绘科学，2017,42(3):179-185.(SUO Junfeng,LIU Yong,JIANG Zhiyong,et al.Modeling of ancient building based on 3Dlaser scanning point cloud data[J].Science of Surveying and Mapping,2017,42(3):179-185.)
• [12]陈云波，冯亚飞，季晓波．利用3ds Max与三维激光扫描技术生成三维建筑模型的研究与实践[J]．测绘通报，2016(12):77-80.(CHEN Yunbo,FENG Yafei,JI Xiaobo.Research and practice of manufacturing 3D construction model by combining 3Dlaser scanning technology and 3ds Max[J].Bulletin of Surveying and Mapping,2016(12):77-80.)
• [13]贾玉明，范亮．三维激光扫描在保俶塔数字化测绘中的应用[J]．测绘通报，2017(S2):82-85,130.(JIA Yuming,FAN Liang.Application of three-dimensional laser scanning in digital surveying of the Baochu Pagoda[J].Bulletin of Surveying and Mapping,2017(S2):82-85,130.)
• [14]琚俏俏，王子轩，张超．三维激光扫描技术在地铁车站竣工测量中的应用[J]．测绘通报，2018(S1):112-116.(JU Qiaoqiao,WANG Zixuan,ZHANG Chao.Application of 3Dlaser scanning technology in completion surveying of subway station[J].Bulletin of Surveying and Mapping,2018(S1):112-116.)
• [15]王智，薛慧艳．三维激光扫描技术在异形建筑竣工测量中的应用[J]．测绘通报，2018(7):149-152.(WANG Zhi,XUE Huiyan.Application of 3Dlaser scanning technology in the survey of the completion of the special shape building[J].Bulletin of Surveying and Mapping,2018(7):149-152.)
• [16]顾斌．数字图像与激光点云配准及在建筑物三维建模中的应用[D]．徐州：中国矿业大学，2014.(GU Bin.Registration of digital images and laser points cloud and its application in 3Dmodel of buildings[D].Xuzhou:China University of Mining and Technology,2014.)
• [17]王国利，吴桂凯，王晏民，等．多源数据古塔变形监测研究[J]．地球信息科学学报，2018,20(4):496-504.(WANG Guoli,WU Guikai,WANG Yanmin,et al.Deformation monitoring of ancient pagoda with multisource data[J].Journal of Geo-information Science,2018,20(4):496-504.)
• [18]陈斯亮．UAV航测结合三维激光扫描的古栈道测绘建模[J]．测绘科学，2017,42(8):152-156.(CHEN Siliang.Application of UAV aerophotography and TLS in surveying and modeling of ancient gallery road[J].Science of Surveying and Mapping,2017,42(8):152-156.)
• [19]张吴明，李丹，陈一铭，等．联合地基激光雷达与无人机摄影测量技术提取树高研究[J]．北京师范大学学报（自然科学版），2018,54(6):764-771.(ZHANG Wuming,LI Dan,CHEN Yiming,et al.Integration between TLS and UAV photogrammetry techniques for retrieving tree height[J].Journal of Beijing Normal University(Natural Science Edition),2018,54(6):764-771.)
• [20]AZMI M A A M,ABBAS M A,ZAINUDDIN K,et al.3Ddata fusion using unmanned aerial vehicle(UAV)photogrammetry and terrestrial laser scanner(TLS)[C]//Proceedings of the Second International Conference on the Future of ASEAN(ICoFA).Singapore:Springer,2018:295-305.
• [21]AL-KHEDER S,AL-SHAWABKEH Y,HAALA N.Developing a documentation system for desert palaces in Jordan using 3Dlaser scanning and digital photogrammetry[J].Journal of Archaeological Science,2009,36(2):537-546.
• [22]JO Y H,KIM J Y.Three-dimensional digital documentation of heritage sites using terrestrial laser scanning and unmanned aerial vehicle photogrammetry[J].International Archives of the Photogrammetry,Remote Sensing and Spatial Information Sciences,2017,XLII-2/W5:395-398.
• [23]李泽邦，夏永华，柏宏强．MAPTEK I-Site 8200ER三维激光扫描仪测角精度研究[J]．浙江农业科学，2017,58(8):1462-1464.(LI Zebang,XIA Yonghua,BAI Hongqiang.Study on angle measurement accuracy of MAPTEK I-Site 8200ER 3Dlaser scanner[J].Journal of Zhejiang Agricultural Sciences,2017,58(8):1462-1464.)
• [24]杨必胜，梁福逊，黄荣刚．三维激光扫描点云数据处理研究进展、挑战与趋势[J]．测绘学报，2017,46(10):1509-1516.(YANG Bisheng,LIANG Fuxun,HUANG Ronggang.Progress,challenges and perspectives of 3D LiDAR point cloud processing[J].Acta Geodaetica et Cartographica Sinica,2017,46(10):1509-1516.)
• [25]WU B,TANG S.Review of geometric fusion of remote sensing imagery and laser scanning data[J].International Journal of Image and Data Fusion,2015,6(2):97-114.
• [26]AIGER D,MITRA N J,COHEN-OR D.4-points congruent sets for robust pairwise surface registration[J].ACM Transactions on Graphics,2008,27(3):85.
• [27]MELLADO N,AIGER D,MITRA N J.Super 4PCS fast global pointcloud registration via smart indexing[J].Computer Graphics Forum,2014,33(5):205-215.
• [28]YAN L,TAN J X,LIU H.Automatic registration of TLS-TLS and TLS-MLS point clouds using agenetic algorithm[J].Sensors,2017,17(9):1979.
• [29]MENG D,DU S,ZHU J,et al.Robust registration of partially overlapping point sets via genetic algorithm with growth operator[J].IET Image Processing,2014,8(10):582-590.
• [30]BESL P J.A method for registration of 3-D shapes[J].IEEE Transactions on Pattern Analysis and Machine Intelligence,1992,14(2):239-256.
• [31]赵夫群．点云模型的优化配准方法研究[M]．哈尔滨：哈尔滨工业大学出版社，2018:75-76.(ZHAO Fuqun.The optimal registration method of point cloud model[M].Harbin:Harbin Institute of Technology Press,2018:75-76.)