How to quantify the image quality from the given image samples

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Dear MATLAB users,
I have three image samples derived from an original RGB image.
How can I quantify the image quality from three images? What are the formulas or built-in MATLAB functions to calculate the SNR and contrast of those images?
Thank you.

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