Wad's Home Color Notes BACK EXP NEXT

Gray World Assumptions

Assuming that the color in each sensor channel averages to gray over the entire image (field of view) is one of the most common assumptions made when trying to estimate the spectral distribution of the illuminant. Typically, each sensor channel is averaged independently (von Kries adaptation).

Here is the experimental data, after it has been averaged to a gray of (RGB: 0.38, 0.431, 0.32) :

Two dimensional histograms of the corrected images are available: chromaticity and Red vs. Blue

Color Corrected Test Images
Gamut Illuminant A Illuminant B Illuminant C
All

Problem arise, however, when the objects don't average to gray :

Gamut Illuminant A Illuminant B Illuminant C
Little
Blue
Little
Red
Here are examples of the original images, for comparison...
Illuminant A Illuminant B Illuminant C

A differing assumption commonly used for spectral normalization is the White world assumption.

The simple Isis script used to average the images to gray is gray.isis.


Wad's Home Color Notes BACK EXP NEXT
wad@media.mit.edu 12/96