Rough Surface Analysis using Kirchhoff Theory

In this paper we illustrate the use of the Beckmann-Kirchhoff model for analysing rough surface reflectance. The Beckmann-Kirchhoff model is a physical model that describes the reflectance of light from rough surfaces. The parameter of the model is the surface slope, or ratio of the surface roughness to the correlation length. We show how this parameter may be estimated using pairs of surface images, subject to different illumination directions. With the parameter to hand, the Beckmann-Kirchhoff model may be used to perform Lambertian reflectance correction, and hence shape-from-shading may be applied to the rough surfaces. The model may also be used for surface re-illumination. We present experiments to illustrate the utility of the method for each of these tasks.

[1]  P. Beckmann,et al.  The scattering of electromagnetic waves from rough surfaces , 1963 .

[2]  Takeo Kanade,et al.  Surface Reflection: Physical and Geometrical Perspectives , 1989, IEEE Trans. Pattern Anal. Mach. Intell..

[3]  Edwin R. Hancock,et al.  New Constraints on Data-Closeness and Needle Map Consistency for Shape-from-Shading , 1999, IEEE Trans. Pattern Anal. Mach. Intell..

[4]  Donald E. Barrick,et al.  Rough Surface Scattering Based on the Specular Point Theory , 1968 .

[5]  P. Hall Introduction to Surface Roughness and Scattering , 1989 .

[6]  J. C. Dainty,et al.  Theory of Wave Scattering from Random Rough Surfaces , 1991 .

[7]  Jacques Lafait,et al.  Scalar Kirchhoff's model for light scattering from dielectric random rough surfaces , 2002 .

[8]  J. Koenderink,et al.  Diffuse and specular reflectance from rough surfaces. , 1998, Applied optics.

[9]  K. Torrance,et al.  Theory for off-specular reflection from roughened surfaces , 1967 .

[10]  Donald P. Greenberg,et al.  A comprehensive physical model for light reflection , 1991, SIGGRAPH.

[11]  Shree K. Nayar,et al.  Improved Diffuse Reflection Models for Computer Vision , 1998, International Journal of Computer Vision.

[12]  Edwin R. Hancock,et al.  Lambertian reflectance correction for rough and shiny surfaces , 2002, Proceedings. International Conference on Image Processing.

[13]  James E. Harvey,et al.  Modified Beckmann-Kirchoff scattering theory for nonparaxial angles , 1998, Optics & Photonics.