It featured the video debut of guitarist Phil Collen. The music video was directed by David Mallet and was shot on 2 December 1982 (bassist Rick Savage's 22nd birthday), in Battersea, London, England. There are several appearances of a look alike impersonating Marilyn Monroe in the video, as the song is actually about the star and lead singer Joe Elliott's declaration that he doesn't just "want photograph" but that is all he has of her, and he must admire her from afar. The uncensored version shows a knife scene at the beginning, and on the censored version of the video, it is almost the same except the knife scene is replaced with a stationary black cat among other minor bits removed. There are two versions of the music video.