This paper presents a numerical approach for the approximate observer error linearization technique of Kazantzis (1998) and Krener (2002), The proposed design procedure is based on the solution of a linear matrix equation that is obtained in explicit form. In addition, an alternative method for computing the change of coordinates and the output injection is developed that can be used to design regionally exponentially stable observers with approximately linear error dynamics. Simple examples demonstrate the results of the paper