The normalized fourier descriptors are invariant in rotation, shift and scale transform in target recognition. The sampling point is approximately normalized by boundary scatter process in order to simplify calculations and avoid discrete error of large scale transformation. The new method is used to recognize aircraft models and some good results are achieved.