If you are really unlucky some of the ich could be in the water coating anything wet. They could also be on surfaces. This could be enough to transmit the little buggers. Nothing other than fish actually feed the ich, so letting a tank go fish-less will kill all of them. Treat the fish that were in that tank and all the new fish and you'll be good to go.