Automatic Compensation for Camera Settings for Images Taken under Different Illuminants Cheng Lu and Mark S. Drew; School of Computing Science, Simon Fraser University, Vancouver, British Columbia, Canada V5A 1S6 fclu,
[email protected] Abstract image − no-flash image ), to infer the contribution of the flash The combination of two images shot for the same scene but light to the scene. But to make this computation meaningful, the under different illumination has been used in wide applications images must be in the same camera settings. These include: ex- ranging from estimating scene illumination, to enhancing pho- posure time, ISO, aperture, and white balance. Since different tographs shot in dark environments, to shadow removal. An ex- lighting conditions usually cause changes of camera settings, an ample is the use of a pair of images shot with and without a flash. effective registering method to compensate for the difference, for However, for consumer-grade digital cameras, due to the differ- the image pair, is necessary. Unfortunately, this problem has never ent illumination conditions the two images usually have different been investigated carefully. This is partly because the difference camera settings when they are taken, such as exposure time and between the two images is a composite of the difference of cam- white balance. Thus adjusting (registering) the two images be- era settings and of the light arriving at the camera, and they are comes a necessary step prior to combining the two images. Un- difficult to separate. fortunately, how to register these two images has not been inves- In this paper, we present a method which uses a masking tigated fully.