In view of deficiencies of Canny algorithm in processing range image of light detection and ranging,such as generating many false edges,losing weak edges and lacking objectivity in threshold determination,an adaptive method is proposed in this paper. The experimental result shows that,it can overcome the disadvantage of Canny algorithm and detect edges effectively.