Usually eye contact is a sign of interest... why else would one person be looking at the other? And as you're thinking she may be interested, then she probably is
So as the guys say... go and discretely ask her out! What's the worst that can happen? She's flattered, say's no, and you never see her again! So what?
And the best that can happen??? Lots of awesomeness!