It's best to do it where you are picking the stitch up through two or more strands of yarn, because if you pick up under just one, it will usually stretch out too much.
Amy has a video on picking up stitches here:
http://knittinghelp.com/knitting/bas...iques/misc.php If you scroll down, it's under assorted topics. Good luck :D