A new moving vehicle detection method in complicated background was presented. First, moving regions are detected using the motion information of three frames by a statistical method, then the results of motion segmentation are regulated using the region information produced by static segmentation. And an image enhancement technique is proposed to improve the effects of segmentation. The results can be used as the basis of advanced vehicle control and traffic management in intelligent transportation systems (ITS).