For eliminating the noise of video sequence effectively,a video noise reduction algorithm based on motion-estimation is proposed. Time-domain filtering is performed along the object trajectory in the map layer which is composed of the current frame and the compensated reference frames of video sequence. The experiment results show that the proposed method can effectively suppress the noise in the video,and keep textures and details well by fully utilizing temporal correlations in video content.