This site provides the code and data for the MIT Intrinsic Images dataset described in

Roger Grosse, Micah K. Johnson, Edward H. Adelson, and William T. Freeman, Ground truth dataset and baseline evaluations for intrinsic image algorithms, in Proceedings of the International Conference on Computer Vision (ICCV), 2009. [pdf]