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A knowledge-based system for the automatic interpretation of aerial images of suburban scenes is described. Design considerations, the system architecture, and the procedure of obtaining a symbolic description of a picture is explained. Emphasis is put on knowledge representation and control strategy, as well as processing methods. Results are demonstrated via a sequence of pictures.