It is very much legal, and law enforcement don't need a warrant to do so.
I think by sheer definition it would be surveillance though.
Right, but it's also creepy and intimidating. Many things are legal but odious. The question isn't whether the government broke the law, it's how heinous their behaviour is.
I don't think legal is always the line when considering what's right, or particularly in this case whether it's surveillance.