My initial reaction is that adding an angle parameter would help. A circle should have votes from many angles while lines will vote from only a portion of the c

My initial reaction is that adding an angle parameter would help. A circle should have votes from many angles while lines will vote from only a portion of the circle. With some added weight from angled convergence the faint circle could score higher.