Abstract: Highlights•A new methodology, named MJHM is proposed for image retrieval.•The MJHM collects the joint correlation histograms between motif and textons.•The effectiveness of the proposed system is improved by HSV color histogram.•The performance of the proposed method is tested on benchmark databases.
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