Abstract: Image fusion algorithm was proposed based on MW (Morphological Wavelet) and CSF (Contrast Sensitivity Function) and the image fusion was carried by using the fusion algorithm, the results showed that the fused image is more consistent with human visual characteristics, the image information and the spatial frequency are larger, the image is more clear, which implies that image fusion algorithm based on MW-CSF is effective.