I kept the old knobs. I wasn't planning on it, but after a coat of Heirloom white spray paint I couldn't resist. The knobs really added the right touch to the dresser.
Here is the dresser primed with a heavy duty primer.
Here is the dresser after I was all done. I loved the results.