A super resolution reconstruction method for dim point target detection in infrared image was presented. To achieve this, local descriptor based dense flow calculation is introduced first. Then, the high accuracy flow is used to registrate and fuse two adjacent images to generate the final high resolution image. Experiments show that, after the process, the resolution of small targets can be increased, local signal-to-noise ratio be increased and complex background be surprised.