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Face Analysis Technology Evaluation: Age Estimation and Verification

Age assurance applications can employ either an age verification (AV) algorithm that produces a yes or no guess at whether someone is above an age threshold, or an age estimation (AE) algorithm that emits a numeric age estimate that can be compared with the age threshold or it can be computed without explicit AE.

This report quantifies the capability of six software-based AE and AV prototypes applied to around eleven million photos drawn from four operational repositories: immigration visas, arrest mugshots, border crossings, and immigration office photos. The report includes statements of AE accuracy globally and across demographic groups.

Face Analysis Technology Evaluation: Age Estimation and Verification
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  • White Paper
Topics:
Website:Visit Publisher Website
Author(s):
  • Kayee Hanaoka
  • Mei Ngan
  • Joyce Yang
  • George W. Quinn
  • Austin Hom
  • Patrick Grother
Publisher:National Institute of Standards and Technology (NIST)
Published:May 1, 2024
License:Public Domain
Tags:age estimationage verificationface analysis
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