Based on study of variation of information entropy and mean contrast with transformation parameters in image gay transformation, a no reference image quality assessment function constructed by the product of information entropy and mean contrast, InEnCF, is established. A criterion for the optimal image is determined by the maximum of no reference image quality assessment function. An optimal quality image can be obtained when a gray transformation is finished by means of the transformation parameters corresponding to this criterion in the gray transformation equation.

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