Personally, I wouldn't try opening my eyes. Too much chance of waking myself up if I do that. Rather I'd try to stop paying attention to my eyes altogether. Just focus on the dreamsensations around you instead, and sooner or later you will begin to see things. At least, that's how it always works for me.

-Redrivertears-