region_size#

Each voxel is replaced with the size of the region to which it belongs

Import packages#

import matplotlib.pyplot as plt
import numpy as np
import porespy as ps
import scipy.ndimage as spim
import skimage
ps.visualization.set_mpl_style()
np.random.seed(0)
[17:44:31] ERROR    PARDISO solver not installed, run `pip install pypardiso`. Otherwise,          _workspace.py:56
                    simulations will be slow. Apple M chips not supported.                                         

im#

Generate a test image. Can be either 2D or 3D.

im = ps.generators.blobs(shape=[200, 200])

plt.figure(figsize=[6, 6])
plt.axis(False)
plt.imshow(im);
../../../_images/91364679ccce963acb3fbc12d4968371533745a691ba2c2f8faee69cc6256aac.png

Apply region_size filter#

x = ps.filters.region_size(im=im)

plt.figure(figsize=[6, 6])
plt.axis(False)
plt.imshow(x);
../../../_images/360d11654aa6edb47dae74a236ebb45efa203650002e12f97a904c7ae2522e11.png