meet (one's) eye(s)
To make eye contact with one, typically in a way that is confident or without shame. She couldn't meet my eye because she knew how angry I was with her. When shaking hands with someone, you should always meet their eyes.
meet someone's eye (or eyes or gaze)
look directly at someone.