General ROC curve construction diagram. The first step is the injection of fake planets into real data cubes, at different separations and contrasts. The second step is the recovery of the planetary information from these data cubes using the two stellar halo subtraction methods. The third step is the determination of the probabilities of false alarm and detection following the variation of the planet detection validation threshold. The ROC curve depends directly on these last two variables.