I just use a channel lock type pliers, put it on the sheet metal ball on the shifter, press the ball down and rotate the ball couterclockwise a small bit. The ball should then be unlocked and you should be able to pull the shifter up and out.

Make sure the trasmission is in neutral before you do this as it will make the reinstallation much easier.