Employing pairwise prediction, Ou [10] proposed a new shifting scheme on a two-dimensional histogram. As shown in Figure 3, pixels in the host image were first divided into two sets, denoted as “shadow” or “blank”. Shadow pixels were used to embed secret bits whereas blank pixels served as the references for prediction. For example, pixel-pair ( x,x ) adopted blank pixels to as prediction references.