By using the atmospheric scattering degradation model, combined with the light polarization information and proposed a defogging algorithm with multiple polarization image: combined with the He's Dark Channel theory to estimate the atmospheric light intensity in the infinite distance of fog image, and with the optimization of guided filter to fog image transmission, recovered effectively the fog image and obtained a clear defogging image. The experiments showed that the proposed algorithm is capable of improving fogging image quality.