Go to the address with a video camera - if the door is answered and the goods taken, get the whole thing on video as proof (I'm sure the postie wouldn't mind if you explain when he arrives - you're not actually stopping him do his job).
At the same time, do as suggested and get the police involved to try and stop the delivery.
At the same time, do as suggested and get the police involved to try and stop the delivery.