Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure-Reference-Cited by-同舟云学术

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Sum of Group Error Differences: A Critical Examination of Bias Evaluation in Biometric Verification and a Dual-Metric Measure

Published:2024-05-27 Issue: Volume:2 Page:1-9
ISSN:
Container-title:2024 IEEE 18th International Conference on Automatic Face and Gesture Recognition (FG)
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Author:

Elobaid Alaa¹,Ramoly Nathan²,Younes Lara²,Papadopoulos Symeon¹,Ntoutsi Eirini³,Kompatsiaris Ioannis¹

Affiliation:

1. Information Technologies Institute,CERTH,Thessaloniki,Greece

2. IDnow, Research CoE,Cesson-Sévigné,France

3. Research Institute CODE, Bundeswehr University Munich,Munich,Germany

Funder

Horizon 2020

Publisher

IEEE

Link

http://xplorestaging.ieee.org/ielx8/10581880/10581860/10582012.pdf?arnumber=10582012

Reference22 articles.

1. Face Regions Impact Recognition Accuracy Differently Across Demographics

2. Biometric authentication: A review;Bhattacharyya;International Journal of u-and e-Service, Science and Technology,2009

3. Demographic Effects in Facial Recognition and Their Dependence on Image Acquisition: An Evaluation of Eleven Commercial Systems

4. Fairness in Biometrics: a figure of merit to assess biometric verification systems

5. The Harms of Demographic Bias in Deep Face Recognition Research

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