They might be diatoms. But they could also be something different. Are they spotlike, and popping up on your substrate? Is your tank new? If yes, yes, then the brown stuff is probably diatoms. They will proliferate for a month or two, then die out. Nothing to worry about, but they do make a mess of your tank.
sam