Gaussian Noise, Moving Average, Remove Noise.
and 255 or even 0 to 1. If your noise pushes you beyond the limits and you clip. You’ve lost that information. So sometimes when you add noise you get these nonlinearities. But in general, we can’t remove the noise because we don’t know what the noise was. If we did, we could just subtract it.