It sounds like they would not be making a real estate investment with their IRA, but they would be lending you money from their IRA. That is not allowed.
They could buy a house with a self-directed IRA and rent it out, but according to
this article from Bankrate, you're not allowed to rent it out to yourself, your spouse, your ascendants or your descendants. So that wouldn't work either for your situation.