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To know the accuracy of an image, or of anything, you need to know the absolute true value. Do you know that?
I don't know what you mean by "contrast image". Do you mean that you want to know how to increase or decrease he contrast of an image, or do you want to know the range or the gray levels, or perhaps the range divided by the mean, or something else?
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