基于灰度CT图像的岩石孔隙分形维数计算
omputation of Fractal Dimension of Rock Pores Based on Gray CT Images
研究刻画岩石类材料中的孔隙结构特征对于揭示岩石的各种力学行为具有重要意义,为此将分形理论与数字图像处理技术相结合,针对工业CT扫描得到的岩石切片图像进行了分析,从中提取研究了岩石的孔隙结构特点,讨论了孔隙率和分形维数之间的关系。岩石CT图像中各像元的灰度值是对应岩石微元中各物质衰减系数的综合反映,可以反映出岩石中各种尺度孔隙的影响。结合实验测定的孔隙率,采用逆分析的方法可以确定出分割阈值的大小,从而得到岩石孔隙结构的二值化图像,为进一步研究孔隙拓扑结构提供基础。随着孔隙率的增大,孔隙结构的分形维数也变大。而且在孔隙率相同的情况下,孔隙结构的分形维数也不尽相同。孔隙结构越复杂,其分形维数越大。实验证实,基于灰度CT图像的岩石孔隙分形维数是岩石孔隙率等参数的有效补充,可以更好的表征岩石孔隙结构的分形特征。
he characterization of pore structure in rocks is meaningful to discover various mechanics behavior of rocks. Some digital image processing methods integrated with fractal theory were applied to analysize images of rock slices obtained from industry CT, and thus the characteristic of rock pore structure was studied and the relationship between porosity and fractal dimensions was discussed. The gray value of pixels in CT images of rocks are some comprehensive results according to the attenuation coefficient of various materials in correspongding rock elements, and they also reflect the effect of rock pores with all kinds of scale. A partition threshold can be determined by inverse analysis based on the porosity that is measured experimentally, and subsequently binary images of rock pores can be obtained in order to study the topological structures of rock pores. The fractal dimension of rock pore structure is incresing with the increase of rock porosity, and fractal dimensions might be different even though porosities were same. The more complex the structre of rocks is, the larger the fractal diemnsion becomes. It was validated experimentally that fratcal dimension calculated based on gray CT images of rocks is an effective complemental parameter besides porosity and so on, which can well represent the fractal characteristic of rock pores.
杨永明、杨彦从、彭瑞东、毛灵涛
矿业工程理论与方法论地质学
岩石孔隙分形维数图像处理
rockporeCTfractal dimensionimage process
杨永明,杨彦从,彭瑞东,毛灵涛.基于灰度CT图像的岩石孔隙分形维数计算[EB/OL].(2011-03-09)[2025-08-10].http://www.paper.edu.cn/releasepaper/content/201103-378.点此复制
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