An implicit Curve reconstruction method is proposed which represents the curve with all algebraic tensor-product B-spline，and minimizes the tension ofthe B-spline and the approximate geometric distance between the curve and the point set．The method is dynamic and self-adaptive based on trust-region algorithm in optimization theory．The specification of the initial shape is priceless，and the high-quality reconstruction corvc is obtained in a robust way．Some examples are implemented．