COVID-19 masks increase the influence of face recognition algorithm decisions on human decisions in unfamiliar face matching

Daniela Barragan; John J. Howard; Laura R. Rabbitt; Yevgeniy B. Sirotin

doi:10.1371/journal.pone.0277625

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Open Access

Peer-reviewed

Research Article

COVID-19 masks increase the influence of face recognition algorithm decisions on human decisions in unfamiliar face matching

Daniela Barragan ,

Contributed equally to this work with: Daniela Barragan, John J. Howard, Laura R. Rabbitt, Yevgeniy B. Sirotin

Roles Data curation, Formal analysis, Visualization, Writing – original draft, Writing – review & editing

Affiliations Identity and Data Sciences Laboratory (IDSL), SAIC, Reston, VA, United States of America, Maryland Test Facility (MdTF), Upper Marlboro, MD, United States of America
⨯
John J. Howard ,

Contributed equally to this work with: Daniela Barragan, John J. Howard, Laura R. Rabbitt, Yevgeniy B. Sirotin

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

Affiliations Identity and Data Sciences Laboratory (IDSL), SAIC, Reston, VA, United States of America, Maryland Test Facility (MdTF), Upper Marlboro, MD, United States of America
⨯
Laura R. Rabbitt ,

Contributed equally to this work with: Daniela Barragan, John J. Howard, Laura R. Rabbitt, Yevgeniy B. Sirotin

Roles Conceptualization, Data curation, Formal analysis, Methodology, Visualization, Writing – original draft, Writing – review & editing

* E-mail: lrabbitt@idslabs.org

Affiliations Identity and Data Sciences Laboratory (IDSL), SAIC, Reston, VA, United States of America, Maryland Test Facility (MdTF), Upper Marlboro, MD, United States of America

https://orcid.org/0000-0002-3571-173X

⨯
Yevgeniy B. Sirotin

Contributed equally to this work with: Daniela Barragan, John J. Howard, Laura R. Rabbitt, Yevgeniy B. Sirotin

Roles Conceptualization, Data curation, Formal analysis, Methodology, Validation, Visualization, Writing – original draft, Writing – review & editing

Affiliations Identity and Data Sciences Laboratory (IDSL), SAIC, Reston, VA, United States of America, Maryland Test Facility (MdTF), Upper Marlboro, MD, United States of America

https://orcid.org/0000-0001-7058-0424

⨯

COVID-19 masks increase the influence of face recognition algorithm decisions on human decisions in unfamiliar face matching

Daniela Barragan,
John J. Howard,
Laura R. Rabbitt,
Yevgeniy B. Sirotin

Published: November 21, 2022
https://doi.org/10.1371/journal.pone.0277625

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Face recognition
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Face
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Algorithms
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Personality
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Human performance
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Biometrics
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Analysis of variance
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COVID 19
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