Differentiation
in the spatial domain corresponds to the multiplication of the Fourier
transform of the spatial function by the Fourier transform of gradient
in the frequency domain. The first derivative in x direction causes the
sharpening of the edges of the picture in x direction. The
gradient in x direction detects sudden changes in this direction - that
is why we see sharper the vertical edges. This image processing operation
is used to extract edges. Finding edges is a basis for the object recognition,
known as the segmentation process. |
|
|
|