Permits are generally required when asserting the exclusive use of city property, like a sidewalk, a street, or a park. See http://www1.nyc.gov/site/mome/permits/when-permit-required.page

List of filming locations mentioned in the book Scenes from the City

List of local film festivals

List of local recording studios