An afterimage is a visual impression that remains in the retina after the initial stimulus is removed. The afterimage always has colors that are complementary to those of the original image. Look steadily at the cross in the center of the picture to see an afterimage.
See this an more of these crazy visual magics at http://www.scientificpsychic.com/graphics/.