When you wake up, lay perfectly still and your dreams should come back to you after a minute. It's because your brain thinks that because you aren't moving that you're going back to sleep and turns on the dream centre of the brain again (including the dream memory.)

If you become lucid, you should be able to force yourself into the dream, even if you're having it in 3rd person.