No, but think about this. We’ve seen the Winter Soldier face Fury’s car.
Maybe he’s done the same with Howard. Maybe his hair wasn’t so long yet. Maybe he wasn’t wearing a mask. Maybe Howard saw his face in the headlights for just a second.
Maybe Howard and Maria died in a car crash. Maybe Howard swerved to not hit a ghost.