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How to add noise to color image, so that the MSE becomes square of the standard deviation of the noise?

I have added noise to color image. But when I am calculating the MSE, it is very low compared to the added noise. For std=20, the MSE is below 200. But I think MSE should be close to square of standard deviation of the added random noise(if std=20 then MSE around 400).