Abstract: On the analysis and comparison of the multi-scale,multi-direction and multi-grade mathematical morphology gradient algorithm for the image edge detection,an improved vehicle image edge detection method based on the morphology gradient is given in this paper.Experiment results are obtained by applying the edge detector on a truck image,which prove to be more efficient than other existing morphology edge detectors.