The technique of image registration is the basis of super-resolution reconstruction and image fusion.Non-iterative automatic image registration method based on gradient phase correlation is proposed.Theoretical analysis is given to show the correctness of the approach based on gradient phase correlation;Image registration process is presented and the method is validated by experiment of shifted image registration.Experiments show that images are registered automatically using proposed approach.