Recognition beyond orientation: The processing of facial features for inverted face identification

We recognize faces with such astonishing speed and accuracy in day-to-day life. Yet, this ability deteriorates disproportionately when faces are inverted compared to other objects, a phenomenon known as the face inversion effect (Yin, 1969). This suggests that upright face perception relies on perce