A new two-stage approach for robust estimation of large image motion i
s proposed. First, template matching is carried out to find large imag
e motion up to pixel-level accuracy, and then a differential technique
is used to refine the image motion to subpixel accuracy. Experimental
results have shown that the proposed approach can estimate visual mot
ion both robustly and accurately.