Poisson Surface Reconstruction

If you have a point cloud, where each point has a normal, then poisson surface reconstruction can be used to create a implicit surface.

The normals are the discretely sampled gradient of the implicit surface function, so we are looking to find a function which gradient corresponds with the point cloud normals vector field :

This can be solves as a least squares fitting problem.