Unless you're trying to make a movie on the sly, there's no way to get around this. If you want to use public spaces, film on the streets, have the cooperation of the police, you have to have a permit.
“If you wish in this world to advance your merits you're bound to enhance; You must stir it and stump it, and blow your own trumpet, Or, trust me, you haven't a chance.”