Surface Reconstruction¶

Surface reconstruction has a dedicated filter in PyVista and is handled by pyvista.DataSetFilters.reconstruct_surface(). This tends to perform much better than DataSetFilters.delaunay_3d().

import pyvista as pv

Create a point cloud from a sphere and then reconstruct a surface from it.

points = pv.wrap(pv.Sphere().points)
surf = points.reconstruct_surface()
surf
PolyDataInformation
N Cells840
N Points422
X Bounds-4.995e-01, 4.989e-01
Y Bounds-4.986e-01, 4.986e-01
Z Bounds-4.985e-01, 4.985e-01
N Arrays0


Plot the point cloud and the reconstructed sphere.

pl = pv.Plotter(shape=(1,2))
pl.add_mesh(points)
pl.add_title('Point Cloud of 3D Surface')
pl.subplot(0,1)
pl.add_mesh(surf, color=True, show_edges=True)
pl.add_title('Reconstructed Surface')
pl.show()
surface reconstruction

Total running time of the script: ( 0 minutes 0.135 seconds)

Gallery generated by Sphinx-Gallery