Aerial image edge detection is an important assistant work of images interpretation. The main characteristics of aerial images and the basic theory of mathematics morphology are analyzed, then a new compound mathematics morphology in edge detection is introduced. Through the simulation experiments on the real aerial image, the results show that the compound mathematics morphology algorithm has better results and less running time than the traditional algorithms.