Elvis Costello - Veronica

Pretty certain that this was shot in St Kilda by John Hillcoat

and the video for 'I Wanna Be Loved' (which I can't find) has EC in a photo booth which at the end pans out to Flinders Street Station.
There is some trivia for all you Melbourne folk!