1. A computer-implemented method of registration of brain images comprising: registering, through a processor, at least two full volumes of brain images based on a projection based reference image, wherein the registration is performed based on a sharing of mass in a predetermined direction; and registering, through a processor, at least two partial volumes in regions of interest through a modified mutual information, wherein modified mutual information is a factor of overlap rate and a weight assigned to the overlap rate.