Abstract: This paper establishes an image attenuation model in the medium and proposes an attenuation compensation algorithm which can be used in four types of severe environment mentioned above. The experiments on subjective assessment and objective assessment function indicate the image processed by the proposed attenuation compensation algorithm has better visual effect, and the speed of the processing been promoted considerably.