To improve the efficiency of particle swarm optimization(PSO) used in the multimodal image registration,a new method combining PSO and gradient descent method is proposed.Taking the registration of CT and MR images as example,the method calculates the registration function which uses the mutual information as the similarity measurement,and analyzes the local minima problem during searching for the minimum point.According to the characteristics of registration function,the method uses gradient de...