Step 1: 'Avoid Them'
Yes.. . If you want them to notice you, then you first need to avoid them. Just Totally ignore them! Let them be an invisible entity for you. This might not go down too well with them at first, but i m sure somewhere in their mind this would keep them busy thinking about you, like 'Why you have been avoiding them all of a sudden?'