This paper proposes crisp and fuzzy
ontology model for reducing the Semantic gap
between the user requirements and the System model
in order to provide better image classification and
retrieval. The approach is based on building ontology
of natural scenes using Protégé for querying in more
natural way and then integrating fuzzy logic to
improve the image retrieval.