In addition to winning the players' award, England youth international Colback also picked up the award for goal of the season for his effort against Blackpool in the Third Round of the FA Cup.
Other winners at the awards evening included Gareth McAuley being voted player of the year by boxholders, Jaime Peters most improved player and Tom Eastman collecting the academy player of the year award.