Global and local approaches to shape from shading

The approach just described is global: the equations involve p,q at all image points at the same time.

An alternative (Pentland): derive local shape from derivatives of intensity ---

• Assume surface Lambertian, locally spherical; point light at infinity.
• Recover surface orientation by matching derivatives of measured intensity to those for image of sphere.