Bayesian Model of Surface Perception

Freeman, William T., Viola, Paul A.

Neural Information Processing Systems 

Image intensity variations can result from several different object surface effects, including shading from 3-dimensional relief of the object, or paint on the surface itself. An essential problem in vision, which people solve naturally, is to attribute the proper physical cause, e.g.

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