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ldlearning technique is applied to compute distances between images and manifolds of images Image retrieval is basedon these distances The effectiveness of the proposed approach has been validated by experiments on real-worldimagesKeywords Class compactness Boundary compactness Manifold learning Image mining Image classificationImage retrievalbased on content similarity becomes popular A lot1 Intr

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