Title :
The bas-relief ambiguity
Author :
Belhumeur, Peter N. ; Kriegman, David J. ; Yuille, Alan L.
Author_Institution :
Center for Comput. Vision & Control, Yale Univ., New Haven, CT, USA
Abstract :
Since antiquity, artisans have created flattened forms, often called “bas-reliefs,”-which give an exaggerated perception of depth when viewed from a particular vantage point. This paper presents an explanation of this phenomena, showing that the ambiguity in determining the relief of an object is not confined to bas-relief sculpture but is implicit in the determination of the structure of any object. Formally, if the object´s true surface is denoted by ztrue =f(x, y), then we define the “generalized bas-relief transformation” as z=λf(x, y)+μx+νy, with a corresponding transformation of the albedo. For each image of a Lambertian surface f(x, y) produced by a point light source at infinity, there exists an identical image of a bas-relief produced by a transformed light source. This equality holds for both shaded and shadowed regions. Thus, the set of possible images (illumination cone) is invariant over generalized bas-relief transformations. When μ=ν=0 (e.g. a classical bas-relief sculpture), we show that the set of possible motion fields are also identical. Thus, neither small unknown motions nor changes of illumination can resolve the bas-relief ambiguity. Implications of this ambiguity on structure recovery and shape representation are discussed
Keywords :
explanation; motion estimation; Lambertian surface; artisans; bas-relief ambiguity; bas-relief sculpture; flattened forms; illumination cone; motion fields; Computed tomography; Computer vision; H infinity control; Head; Light sources; Lighting; Shadow mapping; Shape; Sun;
Conference_Titel :
Computer Vision and Pattern Recognition, 1997. Proceedings., 1997 IEEE Computer Society Conference on
Conference_Location :
San Juan
Print_ISBN :
0-8186-7822-4
DOI :
10.1109/CVPR.1997.609461