Abstract: A method of image zooming based on Thiele type continued fractions interpolation function and Newton polynomials interpolation function is presented. Newton interpolation polynomials are constructed when the construction of Thiele's rational interpolation functions are not successful. Experimental results show that the method can improve quality of zoomed image effectively.