 The paper proposes a method for assessing the performance of contrast restoration techniques by computing the ratio between the gradient of visible edges before and after restoration, using the concept of visibility level and lighting engineering. This article was authored by Nicholas Hockier, Sean Philippe Terrell, Didier Abert, and others.