On the other hand, maybe they don't believe in any god, but do believe in the supernatural - they would still technically qualify as atheists.
But you are right, nothing in "atheism" prohibits someone believe there is an afterlife, or ghosts, or reincarnation, etc. Atheism just means you don't believe in gods; with a little imagination an afterlife can still exist without any overlords.