It
was stolen. Taking property that obviously belongs to someone else is considered theft. And, as mentioned in this other article[1], the police were willing to get involved, but the owner preferred to keep them out of it.
[1] http://newyork.cbslocal.com/2013/01/05/brooklyn-man-tricks-i...