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This paper presents a new method for image retrieval considering the information extracted from the image through the segmentation process and the semantic interpretation of this information. We constructed an image ontology for describing the image contents from the independent domain. Using a XML processor we translated the ontology from the XML format to a hierarchy of classes. The instances of the ontology together with the objects, corresponding to the low level features extracted from thedoi:10.1109/imcsit.2009.5352800 dblp:conf/imcsit/GaneaB09 fatcat:ls2exchlhndp7oftnrmvxzfqau