Try TAP, Transfer Artist Paper, available at JoAnn's and elsewhere.
http://www.joann.com/joann/catalog/p...zprd_10613206a
Info from the developer:
http://www.lesleyriley.com/store.php?cat=2
Nothing will be as vivid as the image you posted because that is actually screen printed fabric. Though you could do your own screen printing if you choose.