The Bas-Relief Ambiguity
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 z/sub true/=f(x, y), then we define the "generalized bas-relief transformation" as z=/spl lambda/f(x, y)+/spl mu/x+/spl nu/y, 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 /spl mu/=/spl nu/=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.
Cite
Text
Belhumeur et al. "The Bas-Relief Ambiguity." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1997. doi:10.1109/CVPR.1997.609461Markdown
[Belhumeur et al. "The Bas-Relief Ambiguity." IEEE/CVF Conference on Computer Vision and Pattern Recognition, 1997.](https://mlanthology.org/cvpr/1997/belhumeur1997cvpr-bas/) doi:10.1109/CVPR.1997.609461BibTeX
@inproceedings{belhumeur1997cvpr-bas,
title = {{The Bas-Relief Ambiguity}},
author = {Belhumeur, Peter N. and Kriegman, David J. and Yuille, Alan L.},
booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition},
year = {1997},
pages = {1060-1066},
doi = {10.1109/CVPR.1997.609461},
url = {https://mlanthology.org/cvpr/1997/belhumeur1997cvpr-bas/}
}