Kelleytoons (10/15/2018)
Edit: Okay, it seems to work with JPG only (I was using PNG). Why is that? Anyway, do what I suggest above and you'll be fine.
There used to be a problem with PNG opacity files that was supposed to be fixed, but seems to have returned (7.3 has a number of those).