This paper introduces the techniques of eliminating the background in infrared image using low-pass filter. The position and feature of targets in infrared image are estimated in several statistical moments. A new segementation algorithm for targets is introduced. The processing of infrared image and simulation image shows that the algorithm is an effective technique oriented to practical application.