In this paper a new method for motion estimation based on block matching, is proposed. This new method which is a combination of TSS and Cross search algorithm is used to estimate the local motions of an image for image stabilization. In the proposed method, instead of original image, bit-plane image is used to increase the speed of processing. Moreover, for global motion estimation a fuzzy-based method is employed to reduce or remove the error
