岩土体孔隙结构研究中的CT图像处理方法比较
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国家重点研发计划(2017YFC0404804);国家自然科学基金资助项目(51378008)


Comparison of CT Image Processing Methods in the Study of Pore Structure of Rock and Soil Mass
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    摘要:

    为了更深入地揭示岩土体的力学特性及内在规律,对黏性土、岩石和泡沫混凝土等材料的CT扫描图像,分别采用灰度法和二值化法计算孔隙分形维数,研究了岩土体孔隙率与孔隙分形维数间的关系,对比讨论了这两种方法在孔隙结构分形特性研究的特点和适用性。结果表明:二值化法的处理效果取决于阈值的选择,并且采用以试样原始孔隙率为基准进行试算校核的阈值计算方法简单并且有效;而灰度法则较好地保留了更多的原始图像信息。对于不同的岩土体材料,其孔隙率与二值化法所得孔隙分形维数间均呈较好的幂函数关系。采用灰度法时,岩土体孔隙分形维数随其孔隙率的增大呈现微弱增大趋势,近似线性关系。总体来看,两种处理方法均可用于岩土体孔隙结构分形特性研究但各有优劣,应根据研究对象去选择适用的方法。

    Abstract:

    In order to reveal the mechanical properties and internal laws of rock and soil mass from a deeper perspective,many scholars have carried out researches on the pore structure of rock and soil mass. Electronic computed tomography (CT) is the most commonly used method for quantitative observation of pore structure of rock and soil mass in recent years. In this paper,CT scan images of clay soil,rock and foamed concrete were used to calculate the fractal dimension of pores by gray scale method and binarization method respectively,and the relationship between the porosity of rock and soil mass and the fractal dimension of pores was studied,and the characteristics and applicability of the two methods in the study of fractal characteristics of pore structure were compared and discussed. The results show that the treatment effect of binarization depends on the selection of threshold value,and the threshold value calculation method based on the original porosity of sample is simple and effective;However,the grayscale method preserves more original image information. For different geotechnical materials,the relationship between porosity and fractal dimension of pores obtained by binarization method is related to a good power function. When gray scale method is used,the fractal dimension of rock and soil mass presents a slight increase trend with the increase of its porosity,which is approximately linear. In general,the two treatment methods can be used to study the fractal characteristics of the pore structure of the rock and soil mass,but each has its advantages and disadvantages,and the appropriate method should be selected according to the research object.

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袁俊平,卢毅,韩翔宇,王强林.岩土体孔隙结构研究中的CT图像处理方法比较[J].河北工程大学自然版,2019,36(4):51-57

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  • 收稿日期:2019-09-05
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  • 在线发布日期: 2019-12-31
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