Title :
Impossible shaded images
Author :
Horn, Berthold K P ; Szeliski, Richard S. ; Yuille, Alan L.
Author_Institution :
Artificial Intelligence Lab., MIT, Cambridge, MA, USA
fDate :
2/1/1993 12:00:00 AM
Abstract :
It is shown that shaded images that cannot have originated from a uniformly illuminated, smooth continuous surface with uniform albedo exist. The typical condition where this occurs is when a dark area (corresponding to a region of high gradient) is surrounded by a lighter region (with low gradient). For this to correspond to a real surface, it must be established that there is a local extremum or area of lower gradient inside the dark region. This, in turn, will show up as either a light area in the image or an orientation discontinuity in the surface (thus violating either intensity or smoothness constraints). The impossibility of a shaded image can be established by counting the number of extrema inside a region corresponding to an isolated surface patch
Keywords :
image recognition; isolated surface patch; light area; local extremum; lower gradient; orientation discontinuity; shaded images; Artificial intelligence; Brightness; Computer vision; Equations; History; Laboratories; Layout; Light sources; Reflectivity; Shape;
Journal_Title :
Pattern Analysis and Machine Intelligence, IEEE Transactions on