What method are you using? Here are a few different ways that you might like to try.
I use the spray sizing with freezer paper method and that works for me. I put the tiniest amount of elmers glue in the centre of the heart just to hold those few stray threads.
http://www.connectingthreads.com/tut...Prep__D48.html