Shape descriptors play an important role in many doc- ument analysis application. In this paper we review some of the shape descriptors proposed in the last years from a new point of view. We propose the definitions of descriptor and primitive and introduce the notion of feature extraction method. With these definitions, we propose a new classifica- tion of shape descriptors that permits to classify according to their properties pointing out their strengths and weak- nesses.