Phil Plait, astronomer and writer of the Bad Astronomer blog, has assembled some truly fantastic images from the world of astronomy in 2012. I highly recommend checking them out.
Relatedly, Phil also wrote about an image taken from the dark side of Saturn. Make sure to head over there and click for the big version because it's magnificent.