I'm not sure if I can make an airplane invisible, but from what I've checked in the rules, improved invisibility is a physical spell and therefore it can affect non-living objects. So I think it should be possible. The same goes with Stealth.
Edit: if it doesn't, I'll adapt my post or just say they have rockets with radar homing systems or something like that, against which invisibility won't help.