Leaked from the set JOKER – Joaquin Phoenix is seen up close and personal looking very menacing as the Clown Prince of Crime in full Joker make-up and costume as he shot dramatic scenes while smoking a cigarette and walking past several Gotham Police Officers who were on hot pursuit for the scene…(with one of the cops falling accidentally ). Filming for the upcoming JOKER movie took place at an underground subway train station in Brooklyn.