Our concept of communicative images aims to provide graphical information by means of dialogue interaction, which is suitable for people with various disabilities. Communicative images are graphical objects integrated with a dialogue interface and linked to an associated knowledge database which stores the semantics of the objects depicted. This paper deals with the utilization of formal ontologies for the process of image annotation and dialogue-based investigation in the context of assistive technologies.