Aiming at the characteristic of the infrared image, which is low contrast, complex background and seriously noise interfered in target, a kind of detection method was proposed by using the correlation among the pixel. The method is based on the correlation analysis for the multifractal singularity spectral. Experimental results show that this method is available for suppression of the random noises and the influences from the complex background of ocean and sky.