You can buy them or make your own. I've spied a number of tutorials on Pinterest.
I also found these simple directions from Better Homes & Gardens. BHG includes the cute decorative accent stitching. Almost makes me want to sew. Hmm, we'll see.
Anybody make a cute custom pouf for your room? Are they as easy as they seem to make?