Abstract:In order to realize image registration more efficiently, a novel model was proposed. Firstly, traditional translation and rotation transform was generalized to affine transform. Secondly, the mutual information was used to measure the difference between two images. Finally, genetic algorithm was used to find the global optimal point of the model. Experiments demonstrate that this proposed method is effective, moreover, it can converge to the global optimal solution within small epochs.