Aiming at the shortcomings of common fusion algorithms in image pre-processing, an improved fusion algorithm is proposed. The image fusion is introduced into image pre-processing. The results show that this method can enhance the image fusion, and avoid the loss of other information, it lay a good foundation for further image fusion. Compared with traditional algorithms, this method is much better, as shown in the standard deviation, average gradient and entropy. It successfully achieves the expected results.