Abstract: In this paper, a new isosurface construction algorithm is proposed. The algorithm substitutes the Bezier patches for the triangles or quadrilaterals and ensures that the isosurface constructed is always in smooth form. The algorithm is especially suited to the condition when the input data are sparse irregular point sets.