Monitor Color Reset Worked!
I struggled and struggled with different methods to restore my desktop icons/the corrupted ones. I used #2 method 1st. It did not work at all. Switching the Monitor Color Mode back/forth did the trick.
This is a comment on "Broken or missing icons in Windows 7/8"