 William Lustig (qv) and Joe Spinell (qv), say they didnt always  have the necessary permits to film on location in New York City.  Certain scenes (including the infamous shotgun through the  windshield scene) had to have been filmed quickly and afterwards the  crew had to run away before the cops arrived.