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.
My introduction to track racing was through the background of cross country running, which is not a sport perhaps as popular in America as it is in England.

