I would try to find fabric very similar, and just save the apliques. The fabric, as someone said on here, will probaly disingrate. I had a shirt that did the same thing, sort of....
So there's my advice about a topic I know nothing, aside, I'm going to attempt it with a shirt because your topic put me in mind of it ;)