An automatic InSAR image registration approach is presented based on the curve feature. The characteristic of this technique is its application of a series of algorithms, such as B-spline curve fitting, Quasi-Newton Method, correlation coefficient and Least square method, to achieve superior accuracy and efficiency. Experimental and comparison results confirm our method's validity.