基于SfM的隧道围岩三维重构方法
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(长沙理工大学 土木与环境工程学院,湖南 长沙 410114)

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通讯作者:

柳厚祥(1965—),男,教授,主要从事隧道围岩与有限元模拟方面的研究工作。E-mail: liuhoux1@163.com

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TU195

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国家自然科学基金项目(52078060)


Three-dimensional reconstruction method of tunnel surrounding rock based on SfM
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(College of Civil and Environmental Engineering, Changsha University of Science & Technology,Changsha 410114, China)

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    摘要:

    【目的】为高效获取直观、精准的隧道围岩原始数据,提出一种基于运动恢复结构(structure from motion, SfM)技术的隧道围岩三维重构方法。【方法】首先采用尺度不变特征变换(scale-invariant feature transform,SIFT)算法完成隧道围岩图像特征点的提取;其次通过比较欧式距离完成特征点匹配,并结合SfM原理实现相机参数标定,生成隧道围岩稀疏点云;再利用多视图立体匹配(multi-view stereo,MVS)算法对稀疏点云进行加密处理,得到高密度围岩密集点云;最后基于Delaunay三角剖分算法完成密集点云曲面重构与纹理映射,构建隧道围岩三维实体模型。【结果】依托两百余张隧道围岩实景影像开展试验验证,结果表明所提方法可高效重建结构完整、还原度高的隧道围岩三维模型。【结论】所提方法可为隧道围岩现场资料采集、地质信息精细化分析提供新的技术思路与参考依据。

    Abstract:

    [Purposes] In order to obtain more intuitive and accurate original data of tunnel surrounding rock, a three-dimensional reconstruction method of tunnel surrounding rock based on structure from motion (SfM) was proposed. [Methods]First, the scale-invariant feature transform (SIFT) algorithm was used to extract feature points from the tunnel surrounding rock images. Second, Euclidean distance feature matching on these feature points was performed with the SfM principle to achieve camera parameter calibration and generate sparse point clouds of the tunnel surrounding rock. Third, the multi-view stereo (MVS) algorithm was applied to densify the sparse point cloud so as to obtain a dense point cloud of the high-density surrounding rock. Finally, based on the Delaunay triangulation algorithm, surface reconstruction and texture mapping on the dense point cloud were completed to generate a three-dimensional model of the tunnel surrounding rock. [Findings]More than two hundred real-shot images of the tunnel surrounding rock were used for experimental verification. The results show that this method can effectively reconstruct a complete and realistic three-dimensional model of the tunnel surrounding rock. [Conclusions] This method demonstrates high engineering applicability and popularization potential and provides a new technical idea and reference for data collection of tunnel surrounding rock and refinement analysis of geological information.

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引用本文

柳厚祥,关磊.基于SfM的隧道围岩三维重构方法[J].交通科学与工程,2026,42(3):66-73.
LIU Houxiang, GUAN Lei. Three-dimensional reconstruction method of tunnel surrounding rock based on SfM[J]. Journal of Transport Science and Engineering,2026,42(3):66-73.

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  • 收稿日期:2024-02-14
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  • 在线发布日期: 2026-07-08
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