I also don't see how she didn't notice him. I thought of that maybe people come up from behind and that's a normal thing which is why the camera man didn't turn around, but he lifts his arm up and points the gun at her for like 30 seconds before he opens fire.
I'm not sure how she didn't see that in her peripheral vision.