In order to solve non-consistence color appearance between different viewpoint images in various imaging system, a color correction method of multi-view images based on multi-modes fusion was proposed. Four general linear and non-linear color correction modes were defined. Firstly, disparity estimation was performed between reference and source images. Then, by using the matching blocks as color matches, correction parameters for four modes could be determined. Finally, modes were fused by least-square error method to get the final corrected image. Experimental results show that the proposed method can achieve minimum root mean squared error between reference image and corrected image, and obtain good correction results.