What is the meaning of the idiom 'his eyes popped out of his head'?

This isn't an idiom because you can figure out what it means by defining the Words. It's an exaggeration - the guy's eyes didn't literally pop out of his head, but he was opening them really wide with surprise so they looked like they were popping out.