首页 | 本学科首页   官方微博 | 高级检索  
     

多源数据多语义岩体结构面提取方法
引用本文:张荣春,衣雪峰,李浩,岳建平,卢官明,张学东. 多源数据多语义岩体结构面提取方法[J]. 测绘通报, 2021, 0(11): 76-80,105. DOI: 10.13474/j.cnki.11-2246.2021.342
作者姓名:张荣春  衣雪峰  李浩  岳建平  卢官明  张学东
作者单位:1. 南京邮电大学, 江苏 南京 210023;2. 河海大学, 江苏 南京 211100;3. 中水北方勘测设计研究有限责任公司, 天津 300222
基金项目:国家自然科学基金重点项目(41830110);国家自然科学基金(41901401);江苏省自然科学基金(BK20190743);中水北方勘测设计研究有限责任公司科技课题(k2020-34);中国博士后科学基金(2021M691653);南京邮电大学引进人才科研启动基金(NY218136)
摘    要:实现岩体场景下复杂岩体结构面提取是边坡、隧道等岩体工程稳定分析的关键。本文针对岩体结构面纹理与形态等特征复杂且不规则造成提取困难的问题,首先通过构建TLS点云与数码影像的映射关系,融合二维像素特征、三维方位及形态特征建立多重语义区,提取具有相似地质属性的同质区单元,然后利用产状与粗糙度特征对其进行合并聚类,有效实现复杂多属性岩体结构面的准确提取。试验结果表明,本文方法提取的岩体结构面具有较好的完整性和较高的准确性。

关 键 词:数码影像  TLS点云  地质语义  岩体结构面  多源数据融合  
收稿时间:2021-06-11
修稿时间:2021-09-14

Rock surface extraction method with multi-semantic of multi-source data
ZHANG Rongchun,YI Xuefeng,LI Hao,YUE Jianping,LU Guanming,ZHANG Xuedong. Rock surface extraction method with multi-semantic of multi-source data[J]. Bulletin of Surveying and Mapping, 2021, 0(11): 76-80,105. DOI: 10.13474/j.cnki.11-2246.2021.342
Authors:ZHANG Rongchun  YI Xuefeng  LI Hao  YUE Jianping  LU Guanming  ZHANG Xuedong
Affiliation:1. Nanjing University of Posts and Telecommunications, Nanjing 210023, China;2. Hohai University, Nanjing 211100, China;3. Beifang Investigation, Design & Research Co., Ltd., Tianjin 300222, China
Abstract:The extraction of complex rock surface in the rock mass environment is the key to the stability analysis of rock mass engineering such as slopes and tunnels. The texture and shape of the rock surface are complicated and irregular, which makes it difficult to extract. This paper proposes a mapping relationship construction method for TLS point cloud and digital images. Multi-geological semantics features are first integrated for homogeneous units extraction, and then homogeneous units clustering based on geological semantics is proceeded. The experimental results show that the method in this paper can achieve rock surface extraction completely and accurately.
Keywords:digital images  TLS point cloud  geological semantic  rock surface  multi-source data fusion  
本文献已被 万方数据 等数据库收录!
点击此处可从《测绘通报》浏览原始摘要信息
点击此处可从《测绘通报》下载全文
设为首页 | 免责声明 | 关于勤云 | 加入收藏

Copyright©北京勤云科技发展有限公司  京ICP备09084417号