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现代矿业 ›› 2026, Vol. 42 ›› Issue (03): 132-138.

• 岩土工程 • 上一篇    下一篇

基于数字图像技术的岩石非均质性识别研究

刘新宇1 王 嘉1 鹿文娇1 韩连生2 房洪亮2 卢晓辉2   

  1. 1. 本溪钢铁(集团)矿业有限责任公司南芬露天铁矿;2. 鞍钢集团矿业有限公司
  • 出版日期:2026-03-25 发布日期:2026-04-10

Research on Rock Heterogeneity Identification Based on Digital Image Technology

  1. 1. Nanfen Open-pit Iron Ore Mine of Benxi Iron and Steel (Group) Mining Co.,Ltd; 2. Ansteel Group Mining Co.,Ltd.
  • Online:2026-03-25 Published:2026-04-10

摘要: 为了实现岩石非均质性的准确识别,针对传统方法难以高效表征岩石非均质性的问 题,从岩石介质的非均匀性统计理论出发,进行了基于数字图像技术识别岩石非均质性的研究。 研究结果表明,将图像像素视为离散的岩石介质微元体,并利用像素颜色分布特征通过 Weibull 函 数拟合,可以有效求解颜色非均质性;像素颜色非均质性与岩石介质微元体强度非均质性之间存 在良好的指数函数关系,由此建立了基于数字图像技术的岩石非均质性识别方法。同时,通过研 究颜色特征表征下岩石非均质性的尺寸效应,确定了岩体基质非均质性及最小表征面积,并进一 步讨论了该方法在不同类型岩石中的适用性和可靠性。该方法不仅为现场快速了解岩体均匀程 度提供了一条新途径,也为基于统计理论的数值模拟方法应用提供了有力的技术支撑。

关键词: 数字图像, Weibull分布, 非均质性, 尺寸效应

Abstract: In order to realize the accurate identification of rock heterogeneity,aiming at the problem that traditional methods are difficult to characterize rock heterogeneity efficiently,the research on identify‐ ing rock heterogeneity based on digital image technology is carried out from the statistical theory of rock heterogeneity. The results show that the color heterogeneity can be effectively solved by considering the im‐ age pixels as discrete rock medium micro-elements and using the pixel color distribution characteristics to fit by Weibull function. It is found that there is a good exponential function relationship between the pixel color heterogeneity and the strength heterogeneity of rock micro-units. Therefore,a rock heterogeneity identification method based on digital image technology is established. At the same time,by studying the size effect of rock heterogeneity under color feature characterization,the heterogeneity of rock matrix and the minimum characterization area are determined,and the applicability and reliability of this method in different types of rocks are further discussed. This method not only provides a new way to quickly under‐ stand the uniformity of rock mass in the field,but also provides strong technical support for the application of numerical simulation method based on statistical theory.

Key words: digital image, Weibull distribution, heterogeneity, size effect