In the back of my mind I recalled something about Austria and homelessness, so I did a quick search.
It seems that in Austria, the homeless are largely off of the streets; there are more options available to them, than simply to beg in public.
That said, there are still homeless in Vienna:

Tours of Vienna employ Homeless guides