Hooper, 26, quit the Scottish giants only a year ago after sealing a £5 million move to the Canaries but looks set to become a Championship player with relegation almost assured.
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And, despite becoming the star man in the wake of Hooper's absence, Commons would like to see the 26-year old return to Celtic Park.
"I had a very strong relationship with him on the park. He is one of the best players I have ever performed alongside," Commons told the Daily Record.
"I don't think it is totally unrealistic that we could get him back one day. Obviously, Lionel Messi would be perfect but I would like us to bring back Hoops.
"It would be magic to have him in our side again. Look at the amount of goals he scored. In addition, his movement and link-up play were second to none. He's a top player and that's why he went to the Premier League.
"I've been lucky enough to play with a lot of superb players and Hoops is up there with the best. It would be great if he returned."