Q$3$: Shape and Region Descriptor $(14$ marks$)$

$1)$ Represent the contour of the object shown in Figure $3$ in a clockwise direction with an $8$directional chain code. You should normalize your chain code with respect to the orientation of the object and then the starting point of the chain code.

$(8$ marks$)$

Figure $3.$ The object for Q$3-1).2)$ Consider a $2-$bit image with $\backslash (6\backslash$times $6\backslash )$ pixels as shown in Figure $4.$ Obtain the co$-$occurrence matrix using the position operator "one pixel immediately to the right of the current one".

$(6$ marks$)$

Figure $4.$ The $\backslash (6\backslash$times $6\backslash )2-$bit image for Q$3-2).$