A description logic (DL) is a knowledge representation formalism which may provide interesting inference services for diverse application areas. This paper first gives an overview of the benefits which a DL may provide for computer vision. The main body of the paper presents recent work at Hamburg University on extending DLs to handle spatial reasoning and default reasoning.