Super-resolution image reconstruction is the process of producing a high-resolution image from a set of low-resolution images of the same scene.Previously published techniques usually perform well on simulated low-resolution image sequences

but the quality of the reconstructed images from real low-resolution videos

is always blurring or even unrecognizable.A joint image registration and pattern-based high-resolution image reconstruction algorithm was thus proposed in this paper.Experimental results demonstrated that the proposed algorithm could produce superior results against normal algorithms.