Accuracy comparison across face recognition algorithms: Where are we on
measuring race bias?

v1v2 (latest)

Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?

16 December 2019

Carlos D. Castillo

Alice J. OrToole

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Papers citing "Accuracy comparison across face recognition algorithms: Where are we on measuring race bias?"

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Title
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst Jan Niklas Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 93 119 0 02 Mar 2021
MorphGAN: One-Shot Face Synthesis GAN for Detecting Recognition Bias Nataniel Ruiz B. Theobald Anurag Ranjan Ahmed Abdelaziz N. Apostoloff CVBM GAN 97 15 0 09 Dec 2020
Probing Fairness of Mobile Ocular Biometrics Methods Across Gender on VISOB 2.0 Dataset Anoop Krishnan Ali Almadan A. Rattani CVBM 37 16 0 17 Nov 2020
Fairness in Biometrics: a figure of merit to assess biometric verification systems Tiago de Freitas Pereira S´ebastien Marcel 139 66 0 04 Nov 2020
Quantifying the Extent to Which Race and Gender Features Determine Identity in Commercial Face Recognition Algorithms John J. Howard Yevgeniy B. Sirotin Jerry L. Tipton A. Vemury CVBM 44 11 0 15 Oct 2020
FairFace Challenge at ECCV 2020: Analyzing Bias in Face Recognition Tomás Sixta Julio C. S. Jacques Junior Pau Buch-Cardona Neil M. Robertson E. Vazquez Sergio Escalera CVBM 102 34 0 16 Sep 2020
Towards Gender-Neutral Face Descriptors for Mitigating Bias in Face Recognition Prithviraj Dhar Joshua Gleason Hossein Souri Carlos D. Castillo Rama Chellappa FaML CVBM 119 12 0 14 Jun 2020
Exploring Racial Bias within Face Recognition via per-subject Adversarially-Enabled Data Augmentation Seyma Yucer S. Akçay Noura Al-Moubayed T. Breckon 59 63 0 19 Apr 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 198 206 0 05 Mar 2020
Reducing Geographic Performance Differential for Face Recognition Martins Bruveris Jochem Gietema Pouria Mortazavian Mohan Mahadevan CVBM 31 8 0 27 Feb 2020