Construct · 1 fields · 1 citations

demographic bias in face recognition: a standalone construct

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demographic biasin face recognition1 CONSTRUCTDemographic bias in faceKLARE · ALGORITHMIC FAIRNESS

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Algorithmic fairness

differences in how accurately face recognition systems match people depending on their race, gender and age, with some groups showing higher error rates.

In algorithmic fairness, demographic bias in face recognition refers to differences in how accurately face recognition systems match people depending on their race, gender and age, with some groups showing higher error rates. This meaning comes from Klare (2012) in IEEE Transactions on Information Forensics and Security.[1]

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Nearby constructs

bias6 fields · 8 citationsjingle · one name, six constructserror4 fields · 8 citationsjingle · one word, four constructsface recognition1 fields · 1 citationsanchor · a standalone construct

References

  1. Klare, B. F., Burge, M. J., Klontz, J. C., Vorder Bruegge, R. W., & Jain, A. K. (2012). Face Recognition Performance: Role of Demographic Information. IEEE Transactions on Information Forensics and Security, 7(6), 1789-1801. https://doi.org/10.1109/tifs.2012.2214212

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