If the person is known to you, do you have the option to take some better photo’s?
I think @melinmotion ‘s advice on finding similar skin tone images is the way to go here.
If you do know the person, having the good reference images to get a good likeness, then being able to compare to the real person means you can make small tweaks for a closer match.
