Most traditional and common methods of image retrieval utilize method of adding metadata, for example, captioning, keywords, or descriptions to the images, this method makes retrieval can be performed over the annotation, this paper proposes improved image retrieval performance based on fuzzy c-means algorithm. The segmented regions are indexed by the averaged features in the regions; some regions are extracted to be the features to match the related search results. The experiment shows that the proposed algorithm is effective.

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