Hulse should have sealed victory from the penalty spot after Chris Hussey was adjudged to have brought down Lee Croft but Konstantopoulos dived low to his left and made an excellent save.
South Korea enjoyed the best of the second half and went close when Koo Ja-cheol hit the side-netting with a low shot before Lee Yong-rae's free kick flashed narrowly wide of the target.