It's a bit more of a gray area in the US, where expectations of privacy in public spaces has been ruled against many times over. When in a public space, you are allowed to film or photograph whomever you want. This likewise extends into private property, where you set the rules of your own property, and also is the only place where you have an expectation of privacy.