Pre-compensation using overlay projection decreases contrast for ill-posed inverse problem. In this paper, we propose a Compensated Appearance Manipulation that does not require pre-compensation. Through the simulation on a perceptual MTF, we confirmed the proposed method yielded more effective visibility improvements than the pre-compensation based approach.