We examine the shape from shading problem without boundary conditions as a polynomial system. This view allows, in generic cases, a complete solution for ideal polyhedral objects. For the general case we propose a semidefinite programming relaxation procedure, and an exact line search iterative procedure with a new smoothness term that favors folds at edges. We use this numerical technique to inspect shading ambiguities.
Attribution: The Open Education Consortium
http://www.ocwconsortium.org/courses/view/4a282f23a7fce711872cc96306507331/
Course Home http://videolectures.net/cvpr2010_ecker_psfs/