Who is going to complain about it?
Apparently there are quite a few people against it and you may get reported if your video is posted on a public site and seen by them. They could also report it to the local police while you are filming.
See this article: http://www.videomaker.com/article/15795-attack-on-the-drones-is-shooting-with-a-drone-camera-legal