Privacy laws vary
It's the investigator's job to know the privacy laws specific to each state. For example, in some states a phone conversation may be recorded if one party is aware. In other states, both parties must be aware. Is it an invasion of privacy to video someone in a public place? In their front yard? What about photographing a subject with a telephoto lens through their bedroom window?