The painters of the Byzantine and post Byzantine artworks use specific rules and iconographic patterns for the creation of sacred figures. Based on these rules, the sacred figure depicted in the artwork is recognizable. In this work, we propose an automatic knowledge-based image analysis system used for Byzantine icons classification on the basis of the sacred figure recognition.