Yes, you could.
They accept ppl with all kinds of engineering major backgound, expecially for engineering management. But u r doing civil, why don't u consider civil project management which is just the right thing for u since it combines management and civil eng together. Btw, FYI most of the schools have this programs and it is usually under Civil department.