porosity_profile#

Computes the porosity profile along the given axis of an image.

import porespy as ps
import numpy as np
import matplotlib.pyplot as plt

im#

The porosity is computed by summing the voxels with a value of 1. This means that in a boolean image the void space is indicated by True. If the image is multiphase (i.e. voxel values of 1, 2, …) then only the 1’s will be counted.

im = ps.generators.overlapping_spheres(shape=[50, 50, 50], r=5, porosity=0.65)
prf = ps.metrics.porosity_profile(im)
plt.plot(prf, 'b.-')
plt.plot([0, 50], [0.65, 0.65], 'r--')
plt.ylim([0, 1]);
../../../_images/5d8c19abb3c6befce2a015336b2fe25362d4ae850ef28a70bdcc689605614d6c.png

axis#

The axis along which to compute the profile. The default is axis=0.

prf0 = ps.metrics.porosity_profile(im, axis=0)
prf1 = ps.metrics.porosity_profile(im, axis=1)
prf2 = ps.metrics.porosity_profile(im, axis=2)
plt.plot(prf0, 'b.-')
plt.plot(prf1, 'g.-')
plt.plot(prf2, 'c.-')
plt.plot([0, 50], [0.65, 0.65], 'r--')
plt.ylim([0, 1]);
../../../_images/37af038f40140c99c5f468e744c057f83e0a9989665f1634fb507b9b6f88f272.png