Now let us get familiar with sliders. Write a filter which circularly shifts the image according to the value of two sliders whose values range between 0 and the maximum value of the coordinates. Here is a glimpse at the filter's action:
Circular shifting is one of the building blocks of periodic image filtering. Two others which will be used in wavelet image processing are subsampling and oversampling (the up and down arrows in the figure).