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In this paper, an algorithm based on multi similarity measurements is proposed for stereo matching of color images. The composition of L_1 norm and L_2 norm is used for matching. The performance evaluation of algorithms is determined by CMSE value. The experiment results show that the stability and accuracy of stereo matching are partially improved after using multi similarity measurements.