Aiming at the problem of detection performance of infrared (IR) images, from the typical flow of multi-sensor data fusion algorithm, the relationship among the detection performances of single IR image, IR image sequence, and multi-sensor data fusion algorithm was deduced. The influence of single factor was also analyzed quantitatively. Analytical results show that the detection performance of muhi-sensor data fusion algorithm is much better than that of single IR image and IR image sequence.