This is the approach taken in the 60’s and 70’s by Roberts [81] and Sobel [91] who
proposed slightly different discrete convolution masks to approximate the gradient
of digital images. Disadvantages with these approaches are that edges are not
precisely localized, and may be corrupted by noise. See Figure 5.3(b) is the result