Sometimes high frequency noise needs to be removed and this can be incorporated in the filter .
The Gaussian kernel will act as a band pass filter .
Sometimes high frequency noise needs to be removed and this can be incorporated in the filter so that the Gaussian kernel will act as a band pass filter .