The algorithm based on multi-scale mathematical morphology fusion was presented to detecte the polluted infrared images.The target image is filtered through multi-scale mathematical morphology.The experiment results show that the algorithm can eliminate the strong clutter of clouds,ocean waves and strong noise,and is better than median and wavelet transform algorithm.