Algorithms are presented which allow performing morphological transformations on unorganized sets of points represented by their Delaunay triangulation. The result show that these algorithms could behaves as morphological operators such as erosion, dilatation, and opening do. In fact, they actually act as “shape filter”. These algorithms are applied to the problem of scene reconstruction by stereoscopy in which unstructured clouds of 3D points represent objects.