Yah, just use scotchbrite and similar unbranded bristle pads. Depending on how hard / coarse the bristles are, you can produce different level of "fineness" in the satin finishing. You can also trying using low grit sandpaper (e.g. 800, 1000).
Good luck making your watch look spanking new again.