In the U.S., the law is delineated where there is "an expectation of privacy." In other words, you can record anyone anywhere in public, but you can't record in a bathroom or dressing room. Police officers should not have an "expectation of privacy." Interestingly enough, you can record through the windows of someone in their house, the courts have determined.