This will have the effect of smoothing the image even if you didn't want to do that, which is part of the reason people are convinced phone cameras "overprocess" images or try to beautify you even when they aren't.
You have to counteract this by actually putting the noise back when you're done.
You have to counteract this by actually putting the noise back when you're done.