So, just a bit further up Shelley Street is where one of Sammo Hung's friends lives, just opposite the entrance to the Jamia Mosque: the green archway with the pillars on the left of the capture.
Another big thanks to Phil (from the highly recommended Hong Kong (& Macau) Stuff / Oriental Sweetlips & Hong Kong (& Macau) Film Stuff blogs) for pinpointing this. As previously mentioned, there isn't a Street View for Shelley Street and there isn't an exact Panoramio pic, but there's a Picasa image which shows off the archway that leads up to the mosque (thanks to Yves Traynard).