Oh yeah, forgot about the pipe. Basil Rathbone clearly had a lot to do with cementing the image of cap, cape and pipe in the popular imagination:
http://www.basilrathbone.net/gallery/sherlockholmes/index.htm
(P.S.: gotta love that circa 1994 website)