The Magical Number 10: Limited but Efficient Human Face Recognition

We found that although the recognition capacity for objects drawn from distinct categories was massive, that for faces was only 10 and remained remarkably robust across conditions (N > 1000). The seemingly defective face recognition performance nevertheless surpassed performance for single-category items with comparable physical characteristics (isometry, topology, and entropy).