A Basis Illumination Approach to BRDF Measurement - Robotics Institute Carnegie Mellon University

A Basis Illumination Approach to BRDF Measurement

Abhijeet Ghosh, Shruthi Achutha, Wolfgang Heidrich, and Matthew O'Toole
Journal Article, International Journal of Computer Vision, Vol. 90, No. 2, pp. 183 - 197, November, 2010

Abstract

Realistic descriptions of surface reflectance have long been a topic of interest in both computer vision and computer graphics research. In this paper, we describe a novel high speed approach for the acquisition of bidirectional reflectance distribution functions (BRDFs). We develop a new theory for directly measuring BRDFs in a basis representation by projecting incident light as a sequence of basis functions from a spherical zone of directions. We derive an orthonormal basis over spherical zones that is ideally suited for this task. BRDF values outside the zonal directions are extrapolated by re-projecting the zonal measurements into a spherical harmonics basis, or by fitting analytical reflection models to the data. For specular materials, we experiment with alternative basis acquisition approaches such as compressive sensing with a random subset of the higher order orthonormal zonal basis functions, as well as measuring the response to basis defined by an analytical model as a way of optically fitting the BRDF to such a representation. We verify this approach with a compact optical setup that requires no moving parts and only a small number of image measurements. Using this approach, a BRDF can be measured in just a few minutes.

BibTeX

@article{Ghosh-2010-127032,
author = {Abhijeet Ghosh and Shruthi Achutha and Wolfgang Heidrich and Matthew O'Toole},
title = {A Basis Illumination Approach to BRDF Measurement},
journal = {International Journal of Computer Vision},
year = {2010},
month = {November},
volume = {90},
number = {2},
pages = {183 - 197},
}