Image Super-resolution technique is the process of obtaining an image at a resolution higher than that afforded by the physical sensor. For optical images, a novel super-resolution method based on delaminating idea was proposed. To implement the new algorithm easily, an ally-template algorithm was suggested. Experiment results indicate the efficiency and feasibility of the novel method.