The 35-year-old is available on a free transfer after leaving Notts County after playing just one game for the club.
Campbell admitted last week that he was keen on a move to Manchester United, but Sir Alex Ferguson ruled it out.
The Tigers are reportedly ready to hand Campbell a 12-month deal worth around £25,000 a week.
