What constantly amazed me was how you could see someone walking a quarter mile away and instantly know exactly who it was.
The South Pole is a smaller population than China so I'd be worried about false positives (probably mostly within families as kids learn to stand and walk like their parents and have similar dimensions when fully grown) but I suspect it's actually a pretty robust identification technique.