Right. And the advantages of the Gaussian kernel with respect to image processing:

1. It has no negative coefficients (hence the output will always be a valid color value.)

2. It is circular symmetric, yet separable (X and Y may be filtered independently) -- a property which simplifies the implementation considerably.