The simplest way is pattern matching. Train the routine with the cross, then search for it. It should always be within about 1 pixel of the intersection. You can use sub-pixel accuracy to improve the results sometimes.
To improve the pattern matching results, you can use edge or peak finding routines to find the horizontal and vertical lines that make up the cross. You can determine the center from these lines.
Bruce
Bruce Ammons
Ammons Engineering