A new centroid tracking method with high accuracy for small and slowly moving target is presented It is based on measurements of target image centroid position and offset from image sequenccs. An improved filtering model is proposed for real time processing of the measurement data to reduce the effect of image intensity and discretization noise. Subpixel tracking accuracy is achieved.