mahotas

http://mdp-toolkit.sourceforge.net/

interesting package that's apparently well known in the computer vision world. python, with numerical stuff in c++. algorithms include SURF, watershed, thresholding, convex hull, polygon drawing, haralick textures, local binary patterns, zernike moment, distance transform, and freeimage and imread interface.