There are some problems such as registration inaccuracy and slow convergence in image registration when using mutual information of images as similarity function.Considering this problems,firstly,the measure function of hybrid information is presented by combining improved morphology gradient with mutual information,which is based on the pixels and structure information of the images.Secondly,the improved particle swarm optimization(IPSO) algorithm is adopted to search the optimum parameters in the medical ...