An edge detection and color segmentation-based algorithm to locate the plate region is proposed for complex vehicle images, which makes use of high frequency characteristics and the background color of the plate. The algorithm can quickly find the accurate position of license plate from the whole vehicle picture with all kinds of interference factors. Experimental results show that the method is accurate and robust.