Scale-Space from a Level Lines Tree

We decompose images into "shapes", based on connected components of level
sets, which can be put in a tree structure. This tree contains the purely
geometric information present in the image, separated from the contrast
information. This structure allows to suppress easily some shapes without
affecting the others, which yields a peculiar kind of scale-space, where the
information present at each scale is already present in the original image.