Using Computer Generated Images to Create Unbiased Facial … – USC Viterbi School of Engineering
USC’s Information Sciences Institute researchers use machine learning to invent an impartial way to recognize faces
Facial recognition used to border on science fiction, a dramatic tool mostly consigned to spy movies and police procedural television shows. Discovering a person’s identity based on just their photo and a search engine seemed more like fantasy than fact.
However, technology grows more and more advanced every year, and facial recognition software has pervaded everyday life. As your face is used to unlock your phone and even pay your restaurant bill, the software that makes that possible is often riddled with weaknesses and can make critical mistakes. This is especially true if you are a member of one or more minority groups, which software is notoriously bad at identifying. Not only can this be unfair and aggravating, but a bias based on one of the government’s defined protected characteristics (such as race, gender, or disability status) can violate federal law.
While…
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