The England Under-21 pair have each signed a one-year contract extension with the club.
Walker spent last season on loan at Queens Park Rangers and Aston Villa and the new deal will keep him at the club until the summer of 2016.
Rose’s new deal will keep him at the club until the summer of 2015.