In view of the traditional gray correction algorithm in the brightness uneven pavement crack image processing easily blurred edges, local contrast is not enhanced. This paper proposed a change the initial background image to select and adopt the local contrast enhancement of image and gray correction improved gray level image fusion algorithm based on fast gray traditional correction algorithms. The experimental results show that compared with the traditional method, the effect of pretreatment improved algorithm for pavement crack image is enhanced.