Multiresolution decompositions are also important for computer vision tasks such as image segmentation or object recognition: the task is performed in a successive approximation manner, starting on the coarse version and then using this result as an initial guess for the full task. However, this is a greedy approach which is sometimes suboptimal. Figure 1.5 shows a famous counter-example, where a multiresolution approach would be seriously misleading . . .