Does a car in a music video count?

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Sure, it it should be possible to get a better picture than that (i.e. bigger, without the title & progressbar)

There is another better option http://www.youtube.com/watch?v=JMkevrh9t4s
this one lets watch the video in 720p quality.

If you contribute Music Videos, the post should begin with the band or artist name, later title of the song and later the year of the music video or, at least, the year when the song was released.
http://en.wikipedia.org/wiki/When_the_Sun_Goes_Down_(Arctic_Monkeys_song) shows the video song was premiered on 2005 so the title of the post should be:

Arctic Monkeys: When the Sun Goes Down, 2005.

In Music Videos try to find the song adding in your search (for instance in youtube) HD and always try to get the capture with the higher quality.

This one http://www.youtube.com/watch?v=JMkevrh9t4s , despite it says the 720p option is not clearly an HD, so I'll reduce the size to 720x.. not 854x.... as the intermediate screen allows to get

http://www.imcdb.org/movie_1004512945-Arctic-Monkeys--When-the-Sun-Goes-Down.html

Edited: and, of course, next time you should get the capture.