yep. can use them with pretty much any material. i put the same set in my wife's car and it's all cloth.
i love mine. they aren't only for cold weather, but come in real handy on long trips to help relax your back. i use mine a lot in the cool mornings. roll the windows down and turn the seat heaters on. within 2 minutes, i'm nice and toasty.