Medial axis analysis of void structure in three-dimensional tomographic images of porous media

We introduce the medial axis as a tool in the analysis of geometric structure of void space in porous media. The medial axis traces the fundamental geometry of the void pathways. We describe an algorithm for generating the medial axis of the void structure from digitized three dimensional images of porous media obtained from X ray CAT scans. The medial axis is constructed during an iterative erosion procedure which, at each step, replaces the image of the void structure with a smaller version obtained by eroding its surface layer of voxels. The algorithm is applied to high (5 μm) resolution microtomographic images of two rock chips (Berea sandstone and Danish chalk) and a sample of uniform (100 μm) diameter, packed glass beads. We statistically investigate several geometrical properties of the structure of the medial axes obtained. The first is the distribution of relative volumes in each erosion layer of the void space. We find the distributions to be exponential for the two real rock samples and normal for the packed glass beads. The second property investigated is the distribution of volumes of disconnected segments of the medial axis which are in one-to-one correspondence with disconnected void segments of the sample. We find indications for a universal power law behavior governing the distribution of volumes of the smallest disconnected pieces. The final behavior studied is a geometric tortuosity as measured by shortest paths through the medial axis. This tortuosity distribution appears well described by a gamma distribution.

[1]  Adrian E. Scheidegger,et al.  The physics of flow through porous media , 1957 .

[2]  S. Prager,et al.  Viscous Flow through Porous Media , 1961 .

[3]  S. Prager,et al.  Viscous Flow through Porous Media. II. Approximate Three‐Point Correlation Function , 1962 .

[4]  Mark J. Beran,et al.  Statistical Continuum Theories , 1968 .

[5]  S. Prager,et al.  Viscous Flow through Porous Media. III. Upper Bounds on the Permeability for a Simple Random Geometry , 1970 .

[6]  Masao Doi,et al.  A New Variational Approach to the Diffusion and the Flow Problem in Porous Media , 1976 .

[7]  Gabor T. Herman,et al.  Image reconstruction from projections : the fundamentals of computerized tomography , 1980 .

[8]  Graeme W. Milton,et al.  Bounds on the Electromagnetic, Elastic, and Other Properties of Two-Component Composites , 1981 .

[9]  Salvatore Torquato,et al.  Microstructure of two‐phase random media. I. The n‐point probability functions , 1982 .

[10]  Salvatore Torquato,et al.  Microstructure of two-phase random media.III: The n-point matrix probability functions for fully penetrable spheres , 1983 .

[11]  S. Torquato,et al.  Microstructure of two‐phase random media. II. The Mayer–Montroll and Kirkwood–Salsburg hierarchies , 1983 .

[12]  J. Quiblier A new three-dimensional modeling technique for studying porous media , 1984 .

[13]  D. E. Elrick,et al.  Serial sectioning and digitization of porous media for two‐ and three‐dimensional analysis and reconstruction , 1984 .

[14]  James G. Berryman,et al.  Use of digital image analysis to estimate fluid permeability of porous materials: Application of two-point correlation functions , 1986 .

[15]  Wong,et al.  Surface roughening and the fractal nature of rocks. , 1986, Physical review letters.

[16]  D. E. Elrick,et al.  Percolation processes and porous media: I. Geometrical and topological model of porous media using a three-dimensional joint pore size distribution , 1986 .

[17]  Mark L. Rivers,et al.  Computerized microtomography using synchrotron radiation from the NSLS , 1986 .

[18]  F. Dullien,et al.  Quantitative image analysis of finite porous media , 1986 .

[19]  B. Flannery,et al.  Three-Dimensional X-ray Microtomography , 1987, Science.

[20]  P. Doyen,et al.  Permeability, conductivity, and pore geometry of sandstone , 1988 .

[21]  Paul C. K. Kwok,et al.  A thinning algorithm by contour generation , 1988, CACM.

[22]  Azeddine Beghdadi,et al.  Contrast enhancement technique based on local detection of edges , 1989, Comput. Vis. Graph. Image Process..

[23]  I. F. Macdonald,et al.  Three‐dimensional reconstruction of porous media from serial section data , 1990 .

[24]  George R. Cross,et al.  On representation of a shape's skeleton , 1991, Pattern Recognit. Lett..

[25]  M. Avellaneda,et al.  Diffusion and reaction in heterogeneous media: Pore size distribution, relaxation times, and mean survival time , 1991 .

[26]  Salvatore Torquato,et al.  Random Heterogeneous Media: Microstructure and Improved Bounds on Effective Properties , 1991 .

[27]  Keith W. Jones,et al.  Determination of polymerization particle morphology using synchrotron computed microtomography , 1992 .

[28]  M. C. Nichols,et al.  X-Ray Tomographic Microscopy (XTM) Using Synchrotron Radiation , 1992 .

[29]  Anil K. Jain,et al.  Segmentation of X-ray and C-scan images of fiber reinforced composite materials , 1992, Pattern Recognit..

[30]  M. Blunt,et al.  Prediction of relative permeability in simple porous media. , 1992, Physical review. A, Atomic, molecular, and optical physics.

[31]  Jia-Guu Leu,et al.  Image contrast enhancement based on the intensities of edge pixels , 1992, CVGIP Graph. Model. Image Process..

[32]  Shiyi Chen,et al.  A lattice Boltzmann model for multiphase fluid flows , 1993, comp-gas/9303001.

[33]  Shiyi Chen,et al.  A Lattice Boltzmann Model for Multi-phase Fluid Flows , 1993 .

[34]  Ioannis Chatzis,et al.  Network modelling of pore structure and transport properties of porous media , 1993 .

[35]  Keith W. Jones,et al.  Synchrotron computed microtomography of porous media: Topology and transports. , 1994, Physical review letters.

[36]  Salvatore Torquato,et al.  Extraction of morphological quantities from a digitized medium , 1995 .

[37]  Gabor T. Herman,et al.  Image Reconstruction From Projections , 1975, Real Time Imaging.

[38]  Salvatore Torquato,et al.  Simulation of diffusion and trapping in digitized heterogeneous media , 1995 .

[39]  R. K. Shyamasundar,et al.  Introduction to algorithms , 1996 .

[40]  William J. Kaiser,et al.  Scanning Tunneling Microscopy , 2019, CIRP Encyclopedia of Production Engineering.