title: distance in 3D binary array to nearest point of other type
body: <p>I have a 3D numpy array consisting of 1's and zeros defining open versus filled space in a porous solid (it's currently a numpy Int64 array).  I want to determine the euclidian distance from each of the "1" points (voxels) to its nearest zero point. Is there a simple way to do this? </p>