I tried it in Chrome and looked at Developer tools and noticed this in Chrome user-agent stylesheet:
So I guess it's one of CSS3's new non-standard features (yet) and some browsers started to implement their own until it becomes standard later on.
I also noticed fullscreen functionality in Facebook Photo slideshow recently.
In my opinion, it's not annoying. The user is given a choice to do fullscreen or not and not forced to do it.