globalchange  > 气候变化与战略
CSCD记录号: CSCD:6096058
论文题名:
三维激光扫描点云数据处理研究进展、挑战与趋势
其他题名: Progress,Challenges and Perspectives of 3DLiDAR Point Cloud Processing
作者: 杨必胜; 梁福逊; 黄荣刚
刊名: 测绘学报
ISSN: 1001-1595
出版年: 2017
卷: 46, 期:10, 页码:305-318
语种: 中文
中文关键词: 三维激光扫描 ; 点云 ; 点云融合 ; 目标提取 ; 三维表达 ; 广义点云模型
英文关键词: 3DLiDAR ; point cloud ; point cloud fusion ; object extraction ; 3Drepresentation ; ubiquitous point cloud
WOS学科分类: GEOSCIENCES MULTIDISCIPLINARY
WOS研究方向: Geology
中文摘要: 三维激光扫描直接对地球表面进行三维密集采样,可快速获取具有三维坐标(X,Y,Z)和一定属性(反射强度等)的海量、不规则空间分布三维点云,成为数字化时代下刻画复杂现实世界最为直接和重要的三维地理空间数据获取手段,在全球变化、智慧城市、全球制图等国家重大需求和地球系统科学研究中起到十分重要的作用。目前,在传感器技术和国家需求的双重驱动下,三维激光扫描在硬件装备、三维点云数据处理以及应用3个方面取得了巨大的进步,同时也面临新的挑战。本文以三维激光扫描的发展历史为线索,总结了三维激光扫描系统的现状、三维点云数据处理的关键进展以及在测绘地理信息等领域的典型应用,并分析了三维点云数据处理面临的挑战,最后展望了三维激光扫描与点云处理的发展趋势。
英文摘要: 3DLiDAR can perform an intensive sampling of the earth surface in a direct way,and yield the 3D point cloud that contains numerous and scattered points with the coordinates(X,Y,Z)and attributes(e.g.,intensity).As the vital 3Dgeospatial data for description of the world in the digital era,3Dpoint cloud plays an important role not only in earth science researches but also in national requirements(e.g.,global change analysis,global mapping,and smart city).Inspired by sensor technologies and national requirements,3DLiDAR has got great progresses in hardware,data processing and applications,and is facing new challenges.Following the history of 3DLiDAR,this paper first reviews the status of 3DLiDAR system,and introduces the development of key technologies in data processing.Then the typical applications of 3DLiDAR in surveying and other related fields are listed,and current challenges in point cloud processing are concluded.Finally,some future perspectives are presented.
资源类型: 期刊论文
标识符: http://119.78.100.158/handle/2HF3EXSE/152142
Appears in Collections:气候变化与战略

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作者单位: 武汉大学, 测绘遥感信息工程国家重点实验室, 武汉, 湖北 430079, 中国

Recommended Citation:
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,2017-01-01,46(10):305-318
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