It means Canibalistic Humanoid Underground Dweller and originates from the 1984 film C.H.
U.D. But is now used to describe ugly stupid people. Most notably in
the Kevin Smith film
Clerks 2(2006). The phrase is mostly used in America but is now starting to become popular in the UK.