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The common method of image classification based on traditional SIFT local feature description makes the description of the global information not comprehensive and has complicated calculation because of the construction of scale extreme space. In addition, the feature space is high dimensional and sparse which will result in low classification accuracy, data redundancy and time-consuming process....
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