Many handheld consumer electric devices with camera module are developed to be lighter and smaller. The problem is easy to hand-shake when user take photos. To overcome this condition, many digital cameras avoid image blur with optical image stabilize system. If we use digital image stabilize to solve this problem, the total cost will be reduce a lot. It is hard to use good camera shutter to achieve optical image stabilization on hand-held consumer electronics. In this thesis, we propose an efficient algorithm for digital image stabilization on consumer electronic device. To assure image stabilization, we reconstruct a good quality image by fusion several short-exposed degraded dark image of the same scene. And this algorithm can truly work on consumer electronics with short execution time.