岩土力学 ›› 2019, Vol. 40 ›› Issue (11): 4467-4476.doi: 10.16285/j.rsm.2018.1723

• 岩土工程研究 • 上一篇    下一篇

基于钻孔图像的岩体结构面几何信息智能测量

葛云峰1,钟鹏1,唐辉明1,赵斌滨2,王亮清1,夏丁1,仇雅诗1, 李鹏飞3,张莉1,闻炼1,曹天赐1   

  1. 1. 中国地质大学(武汉) 工程学院,湖北 武汉 430074;2. 中国电力科学研究院有限公司,北京 100055; 3. 中国电建贵阳勘测设计研究院有限公司,贵州 贵阳550081
  • 收稿日期:2018-09-17 出版日期:2019-11-11 发布日期:2019-12-01
  • 通讯作者: 唐辉明,男,1962年生,博士,教授,主要从事地质工程与岩土工程方面的教学和科研工作。E-mail:tanghm@cug.edu.cn E-mail:cug_gyf@foxmail.com
  • 作者简介:葛云峰,男,1985年生,博士,副教授,主要从事工程岩土体稳定性、地质灾害预测与防治方面的教学和科研工作。
  • 基金资助:
    国家重点研发计划(No. 2018YFC1507200);中央高校基本科研业务费专项资金资助项目(No. 007-G1323521840);中国地质大学(武汉)实验技术研究项目(No. SJ-201812)。

Intelligent measurement on geometric information of rock discontinuities based on borehole image

GE Yun-feng1, ZHONG Peng1, TANG Hui-ming1, ZHAO Bin-bin2, WANG Liang-qing1, XIA Ding1, QIU Ya-shi1, LI Peng-fei3, ZHANG Li1, WEN Lian1, CAO Tian-ci1   

  1. 1. Faculty of Engineering, China University of Geosciences, Wuhan, Hubei 430074, China; 2. China Electric Power Research Institute Co. Ltd., Beijing 100055, China; 3. Powerchina Guiyang Engineering Corporation Limited, Guiyang, Guizhou 550081, China
  • Received:2018-09-17 Online:2019-11-11 Published:2019-12-01
  • Supported by:
    This work was supported by the National Key R&D Program of China (2018YFC1507200), the Fundamental Research Funds for the Central Universities, China University of Geosciences (Wuhan) (007-G1323521840) and the Laboratory Research Funds of China University of Geosciences (Wuhan) (SJ-201812).

摘要: 针对钻孔图像中岩体结构面形态特征,提出了一种基于Canny检测的岩体结构面几何信息智能测量方法。该方法首先采用灰度共生矩阵特征参数,在长幅钻孔图像中定位结构面区域;然后,对识别的结构面区域,采用Canny检测算法识别出结构面边缘,并通过边缘连接和合适的阈值筛选边缘,提取出结构面上下边缘;最后,对结构面边缘进行三角函数拟合,得到结构面上下边缘的正弦曲线,结合立体空间几何理论,从而计算出岩体结构面的倾向、倾角、隙宽等参数。以如美水电站坝址区两钻孔为例,基于本算法提取结构面几何信息,并与已有成功算法进行对比得到了较为一致的结果,证明了算法的可行性。

关键词: 岩体结构面, 钻孔图像, Canny检测, 灰度共生矩阵, 结构面产状, 结构面隙宽

Abstract: To extract accurately rock discontinuities from the borehole images and measure automatically the corresponding geometric information, an intelligent recognition method based on the edge detection algorithm was proposed in this study. Firstly, the feature parameters related to gray level co-occurrence matrix were calculated to locate the rock discontinuities areas in the long borehole images, and Canny edge detector was employed to identify the rock discontinuities edge in these located rock discontinuities areas. Secondly the upper and lower edges of rock discontinuities were extracted through the edge-edge connection and appropriate threshold selection. Thirdly, the rock discontinuities edge trigonometric function was fitted to obtain the sinusoidal curve of the upper and lower edges of the rock discontinuities, and several geometric parameters of the rock discontinuities, such as the dip direction, dip angle and aperture were computed through spatial geometric theory. In the case study, images of borehole wall were recorded in two boreholes in the dam site of Rumei hydropower station, and the geometric data of rock discontinuities derived from the proposed method matched the data obtained from other existing approaches, verifying the feasibility of this method.

Key words: rock discontinuities, borehole image, Canny detection, gray level co-occurrence matrix, orientation, aperture

中图分类号: 

  • TU 452
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