Smoothing is sometimes referred to as filtering, because smoothing has the effect of suppressing high frequency signal and enhancing low frequency signal. There are many different methods of smoothing, but here we discuss smoothing with a Gaussian kernel. We hope we will succeed in explaining this phrase in the explanation below.