I think "offended" is a bit much in many occasions, but it's certainly a type of racial profiling. It simply doesn't happen in places where your class or group of friends or coworkers are not all white, because you know that not all people look the same. Whereas if you live in an area with a very homogenous looking population everyone who looks different probably is a tourist.