Photographers only need to secure permission from subjects if the person is not in, or viewable from, a public place. If you don't have a reasonable expectation of privacy then there's nothing you can do about being photographed.

This is in the US and Australia, at least. There was some irregularity depending on state but AFAIK it's reasonably uniform terriotory now.