With the aid of diagrams and pseudo$-$code, explain how the

Hough transform can be used to detect lines in images.

$[6$ marks$]$

$($b$)$ With reference to part $($a$),$ comment on how the gradient

orientation can be used to improve the efficiency of Hough

transform.