Why is face unlock different from identifying someone in a crowd?
Unlocking a phone with your face checks a claimed identity. Searching a gallery of faces asks which person, if any, might match. Explore why these one-to-one and one-to-many tasks create different error risks, and what should happen before a possible match becomes a decision.
Questions you could explore
- When should a possible match become a decision?
- How does comparing a face with one claimed identity differ from searching a whole gallery?
Start reading
- National Institute of Standards and TechnologyFace Recognition Technology Evaluation (FRTE) 1:N Identification
Defines errors in one-to-many face searches and explains how thresholds and candidate review affect their interpretation.
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