 Owens attended the University of Maine, where he was a four-year letterman who played in 38 games at tailback for the Maine Black Bears football team.In 2005, he established career highs with 184 carries for 779 yards and nine touchdowns as a senior.As a junior in 2004, he played in nine games and had 49 carries for 187 yards and two touchdowns.