Researchers from France and the USA have developed an algorithm that analyzes Google-Street-View images looking for visual elements, e.g. windows, balconies, and street signs, that are most distinctive for a certain geo-spatial area.

In their SIGGRAPH paper they describe how this information can be used to develop an architectural footprint of a city or city area and compare Paris, Barcelona, Prague and London