These are all great shots but they would be great in any film. The video doesn't demonstrate the idiosyncrasies of dogme films, like the restrictions on sound and lighting.
(Also was the soundtrack added just for this YouTube video, or is Lars Von Trier breaking his own rules?)
Sure, but the most interesting thing about the dogme movies is what they manage to do in spite of the restrictions, as you said. These are beautiful shots but they don't have anything specifically to do with those restrictions.
Here's a short one: The chapter title shots of the movie "Breaking the Waves" by Lars Von Trier:
https://www.youtube.com/watch?v=d6xEinLh4eA