This paper proposes an algorithm based on Euler Spiral to complete the missing boundary in illusory contour. By this method, an active contour model is first initialized and extended turning the predictive visual interpolation one to a pure interpolation problem; then orientation estimation and Euler Spiral are combined to complete the missing boundary.The experimental results on illusory contour figures and a remote sensing image show the efficiency of the algorithm.