When you find your ball up against the collar of the green and the rough, instead of cursing your luck, play the shot as if it were a putt with a hybrid club.
Putting the ball a little back in your stance and implementing your putting grip, you can simply pop down on the back of the ball and watch as it scurries towards the hole.