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In view of the limitations distribution of extracting texture feature in Discrete wavelet transform ,Gray Level Co-occurrence Matrix(GLCM) and Discrete wavelet decomposition are proposed. The six statistics of gray level co-occurrence matrix are extracted from the low frequency sub bands by using the weighted factor method. Experimental results show that the fusion algorithm can effectively improve the retrieval efficiency. The retrieval efficiency of the new method is better than that of the traditional gray level co-occurrence matrix and wavelet transform.