I walked around in Paris with my 1ds mk II and various lenses and never had a problem, but I was mostly lurking around the "touristy" areas and snapping off photos of the typical stuff.
I did the same thing in London as well, there I even photographed some street scenes, but I made sure never to point my camera towards the police in either city.