Since the intensity function of a digital image is only known at discrete points, derivatives of this function cannot be defined unless we assume that there is an underlying continuous intensity function which has been sampled at the image points.
This statement highlights the fundamental challenge of working with digital images: their discrete nature makes it difficult to directly calculate derivatives, so we rely on an underlying continuous function that provides the basis for these calculations.