RMSE and PSNR

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MSE (mean squared error)

RMSE (root mean squared error)

PSNR (peak signal-to-noise ratio)

The unit of PSNR is dB (decibel). It takes from 0 to infinity. If the value is high, the image quality is high.

Suppose that the original image is Soriginal, and the damaged image is Snoisy, then these value would be as follows.

In case of 8bit image, MAX=255.


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