Abstract: In the light of the problem that the man-made targets are difficult to detect in the aviation images with complex background, a new method using support vector machines is put forward in this paper. Through training the target and non-target samples, support vector machines method can set up an effective recognition model, which can detect all possible interested man-made targets through scanning all areas in images. Experiments show that this method is rapid, effective and robust.