felt
needle and thread
assortment of old buttons
scissors

Cut out eight felt petals, all the same size. Make a crease at the end of each petal and fasten with a stitch (as below).

When you have eight folded petals, sew them onto a round of thick felt (I use two layers).

Finally, sew your button onto the felt round in the middle. Voila.