Abstract: The tasks and requirements of information fusion in pressure detecting field are analyzed. Based on the research of curve surface fitting method and interpolation algorithm, an information fusion algorithm which combined secondary polynomial fitting with 3-spline interpolation is put forward. The effect of this new algorithm is remarkable in eliminating temperature influence.