Problem $2-$ Image Interpolation $(50\backslash \%)$ Perform the following steps on an image of your choice for image resizing $($i$.$e$.,$ image shrinking and zooming$)$: $(1)$ Reduce$/$shrink the spatial resolution of the original image $($e$.$g$.,$ the width is reduced to

W$/4$

and the height is reduced to

H$/4$

$,$ assuming that the width and height of the original image are