According to the imaging difference of target, background clutter and noise, a moving small target detection method based on spacial high-pass filtering and N-frame track accumulating is presented. The method can eliminate the effect of IR clutter and random noise in low signal-to-noise ratio, and can effectively detect the weak small target. Experimental results show that the satisfactory processing result is obtained.