Figure 1 1st and 2nd derivative of an edge illustrated in one dimension.

Figure 1 Convolution kernel for a mean filter with 3×3 neighborhood.

Figure 1 Mapping function for wrapping the pixel values of an 8-bit image.

Figure 2 Mapping function for saturating an 8-bit image.