We propose a faster method for video motion magnification, which can make imperceptible motion visible for human eyes. Motion-magnified videos produced by our framework are of comparable quality to those produced with Riesz pyramid, but our method has higher computational efficiency. We use median filter to eliminate the grid noises at motion area edges. Experiments show our method is effective and efficient.