"I'm sick of playing a saint. A do-gooder. And with Milan at the helm, I am sure he'll extract great work from me as an entertaining lech, " said the 60-year-old in a statement.
"Dirty Picture" is inspired by the case of Southern actress Silk Smitha, who committed suicide. Vidya Balan is playing the female lead in the movie, which is being produced by Ekta Kapoor.
Luthria said when he approached Naseer for the film, he was taken aback at the actor's first question.
"Nasser asked me, 'Am I playing a saint or a lech?'. I told him that a lech is what your character is, " said Luthria.