RECONSTRUCTION OF SHAPE FROM SHADING IN COLOR IMAGES

Citation
Ll. Kontsevich et al., RECONSTRUCTION OF SHAPE FROM SHADING IN COLOR IMAGES, Journal of the Optical Society of America. A, Optics, image science,and vision., 11(3), 1994, pp. 1047-1052
Citations number
9
Categorie Soggetti
Optics
ISSN journal
10847529
Volume
11
Issue
3
Year of publication
1994
Pages
1047 - 1052
Database
ISI
SICI code
1084-7529(1994)11:3<1047:ROSFSI>2.0.ZU;2-J
Abstract
We propose a method for shape reconstruction from color shades produce d by multiple chromatic light sources. The linear relation between sur face-normal vectors and three-dimensional response vectors for a unifo rmly colored and illuminated region of a surface can be reconstructed in two steps. In the first step a quadratic form of metric in response space induced from a natural metric in normal space is reconstructed. At this stage proper image segmentation can be obtained. In the secon d step an exact mapping from response space into the space of surface normals is reconstructed. The matrix for this mapping is one of the sq uare roots of the quadratic-form matrix that satisfies the integrabili ty constraint. The method is in all respects much simpler than existin g methods for solving the depth-from-shading task for monochromatic im ages.