The spectral properties of outdoor illumination functions can vary significantly, owing to atmospheric conditions and scene geometry. Using a statistical analysis of a comprehensive physical model, we show that the variation in outdoor illumination functions over both the visible range (0.33–0.7 μm) and the visible/near-infrared range (0.4–2.5 μm) can be represented accurately by use of seven-dimensional linear models. The physical model includes solar and scattered radiation as well as the effects of atmospheric gases and aerosols. The MODTRAN 3.5 code was employed for computing radiative transfer aspects of the model. We show that the new model has strong agreement over the visible wavelengths with the empirical study of Judd et al. [J. Opt. Soc. Am. 54, 1031 (1964)]. We also demonstrate the accuracy of the model over the 0.4–2.5-μm spectral range, using measured outdoor illumination functions.
© 1998 Optical Society of America
(010.0010) Atmospheric and oceanic optics : Atmospheric and oceanic optics
(150.2950) Machine vision : Illumination
(280.0280) Remote sensing and sensors : Remote sensing and sensors
(330.1690) Vision, color, and visual optics : Color
David Slater and Glenn Healey, "Analyzing the spectral dimensionality of outdoor visible and near-infrared illumination functions," J. Opt. Soc. Am. A 15, 2913-2920 (1998)