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《Journal of Circuits and Systems》 2007-01
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An image retrieval method based on mean shift and EMD

TAI Xiao-ying1,3,WU Cheng-yu2,ZHAO Jie-yu3(1.State Key Laboratory for Novel Software Technology,Nanjing University,Nanjing 210093,China;2.Ningbo Institute of Technology,Zhejiang University,Ningbo 315100,China;3.Department of Information Science and Engineering,Ningbo University,Ningbo 315211,China)  
The description of the visual character and the similarity measure are two keys in an Image Retrieval System.A clustering algorithm based on mean shift is used to extract the dominant color and the color feature in CIE L*a*b* color model.Earth Mover’s Distance is used to calculate dissimilarity between images.In order to reduce the computation time,cursory search is used.The technique of relevance feedback is used to enhance the effectiveness.A simple prototype system is developed to compare the retrieval accuracies,the average rank and the execution time by two experiments.The results show that the proposed approach is effective.
【Fund】: 国家自然科学基金资助项目(60472099);; 国家教育部留学回国人员基金;; 计算机软件新技术国家重点实验室资助
【CateGory Index】: TP391.3
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