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An adaptive of image enhancement algorithm proposed for the sensitivity to noise of Deng algorithm. It not only keep the original advantages of Deng algorithm such as easy realization, quick calculation but also play a ceratin part in restrainting noise by the use of basic principle of Deng algorithm and adaptively automatic parameters of method according to the property of people's vision. By comparing the result of adaptive image enhancement of algorithm and that of other image enhancement algorithms, the adaptive image enhancement algorithm can get automatic parameters of method. Besides the original Deng algorithm of easy realization, it also can improve the performance in restraining noise.