This paper describes development of high speed data fusion system for infrared image and visible images. The method consists of two phases: (1) distortion adjustment of the infrared image on the basis of optical system for fitting the shapes of an object in the two images, (2) parallax error adjustment for fitting the positions and the sizes in two images. Using this method, data fusion of high speed infrared images were successfully conducted.