The footage, filmed by Gavin Klee, was filmed off the coast of Macquarie Island, the UNESCO Heritage Site halfway between Antarctica and New Zealand.
GoPro video shows the king penguins approaching Klee with curiosity, some even coming so close as to nip at the camera.
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