Image registration is a precondition for image fusion. It is provided with significant research value. For image registration,traditional intelligent algorithm has some shortcomings,such as low registration accuracy and slow convergence. A multi-modal image registration algorithm under the framework of membrane computing is proposed based on the parallel property of membrane computingand it is named as GA-MCIR algorithm. A cell-like P system of membrane structure is designed. Each object in membranes repres...