They appear to be custom props probably made from victims. A quick search out of my curiosity didn't find arm chaps anywhere similar. I think your best bet would be to go to a leather craft store, or some such specialty store near you. We had one here once, and I had bought 8th inch tool grade leather. It appears from the photo to be similar.