Quote from : The Lord of the Rings: The Fellowship of the Ring Movie

[about the passing Wood-elves]
Frodo: They're going to the harbor beyond the White Towers. To the Grey Havens.
Sam: They're leaving Middle-earth.
Frodo: Never to return.
Sam: I don't know why - it makes me sad.