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

16 December 2019

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

50 / 60 papers shown

Title
Think Again! The Effect of Test-Time Compute on Preferences, Opinions, and Beliefs of Large Language Models George Kour Itay Nakash Ateret Anaby-Tavor Michal Shmueli-Scheuer 164 0 0 26 May 2025
Accuracy and Fairness of Facial Recognition Technology in Low-Quality Police Images: An Experiment With Synthetic Faces Maria Cuellar Hon Kiu Arush Mehrotra 102 0 0 20 May 2025
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization Jean-Rémy Conti Stéphan Clémençon 85 0 0 27 Apr 2025
Fairness in Machine Learning-based Hand Load Estimation: A Case Study on Load Carriage Tasks Arafat Rahman Sol Lim Seokhyun Chung FaML 111 0 0 08 Apr 2025
Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition Gabriella Pangelinan Grace Bezold Haiyu Wu Michael C. King Kevin W. Bowyer CVBM 120 2 0 15 Jan 2025
Improving Bias in Facial Attribute Classification: A Combined Impact of KL Divergence induced Loss Function and Dual Attention Shweta Patel Dakshina Ranjan Kisku FaML 28 0 0 15 Oct 2024
A large-scale study of performance and equity of commercial remote identity verification technologies across demographics Kaniz Fatima M. Schuckers Gerardo Cruz-Ortiz Daqing Hou Sandip Purnapatra Tiffany Andrews Ambuj Neupane Brandeis Marshall Stephanie Schuckers 76 1 0 18 Sep 2024
Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial Recognition Rafael M. Mamede Pedro C. Neto Ana F. Sequeira 87 2 0 19 Aug 2024
Score Normalization for Demographic Fairness in Face Recognition Linghu Yu Tiago de Freitas Pereira Christophe Ecabert Sébastien Marcel Manuel Günther 84 1 0 19 Jul 2024
Can the accuracy bias by facial hairstyle be reduced through balancing the training data? Kagan Öztürk Haiyu Wu Kevin W. Bowyer CVBM 71 3 0 30 May 2024
ONOT: a High-Quality ICAO-compliant Synthetic Mugshot Dataset Nicolò Di Domenico Guido Borghi Annalisa Franco Davide Maltoni CVBM 90 8 0 17 Apr 2024
To Pool or Not To Pool: Analyzing the Regularizing Effects of Group-Fair Training on Shared Models Cyrus Cousins I. E. Kumar Suresh Venkatasubramanian FedML 71 2 0 29 Feb 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 68 0 0 21 Feb 2024
The Political Preferences of LLMs David Rozado 143 41 0 02 Feb 2024
Bias and Diversity in Synthetic-based Face Recognition Marco Huber An Luu Fadi Boutros Arjan Kuijper Naser Damer 105 13 0 07 Nov 2023
Inclusive Portraits: Race-Aware Human-in-the-Loop Technology Claudia Flores-Saviaga Christopher Curtis Saiph Savage 71 2 0 06 Nov 2023
Ethnicity and Biometric Uniqueness: Iris Pattern Individuality in a West African Database J. Daugman C. Downing O. Akande O. Abikoye 49 1 0 12 Sep 2023
Beard Segmentation and Recognition Bias Kagan Öztürk Grace Bezold Aman Bhatta Haiyu Wu Kevin W. Bowyer CVBM 58 7 0 30 Aug 2023
A Comparative Study of Image-to-Image Translation Using GANs for Synthetic Child Race Data Wang Yao Muhammad Ali Farooq Joseph Lemley Peter Corcoran 55 0 0 08 Aug 2023
Towards Fair Face Verification: An In-depth Analysis of Demographic Biases Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou 47 10 0 19 Jul 2023
Distributional Reinforcement Learning with Dual Expectile-Quantile Regression Sami Jullien Romain Deffayet J. Renders Paul T. Groth Maarten de Rijke OOD 107 1 0 26 May 2023
Human-Machine Comparison for Cross-Race Face Verification: Race Bias at the Upper Limits of Performance? G. Jeckeln Selin Yavuzcan Kathleen A. Marquis P. S. Mehta Amy N. Yates P. Phillips A. O’toole CVBM 41 0 0 25 May 2023
Optimization-Based Improvement of Face Image Quality Assessment Techniques Žiga Babnik Naser Damer Vitomir Štruc CVBM 65 4 0 24 May 2023
FLAC: Fairness-Aware Representation Learning by Suppressing Attribute-Class Associations Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou 91 9 0 27 Apr 2023
Benchmark Dataset Dynamics, Bias and Privacy Challenges in Voice Biometrics Research Casandra Rusti Anna Leschanowsky Carolyn Quinlan Michaela Pnacekova Lauriane Gorce W. Hutiri 69 2 0 07 Apr 2023
CASIA-Iris-Africa: A Large-scale African Iris Image Database Jawad Muhammad Yunlong Wang Junxing Hu Kunbo Zhang Zhenan Sun CVBM 18 2 0 25 Feb 2023
Assessing Bias in Face Image Quality Assessment Žiga Babnik Vitomir Štruc CVBM 58 12 0 28 Nov 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era Fevziye Irem Eyiokur Alperen Kantarci M. Erakin Naser Damer Ferda Ofli ... Janez Križaj A. Salah Alexander Waibel Vitomir Štruc H. K. Ekenel 77 21 0 07 Nov 2022
Race Bias Analysis of Bona Fide Errors in face anti-spoofing Latifah Abduh I. Ivrissimtzis CVBM 98 2 0 11 Oct 2022
Does lossy image compression affect racial bias within face recognition? Seyma Yucer Matt Poyser Noura Al Moubayed T. Breckon CVBM 87 5 0 16 Aug 2022
Twin identification over viewpoint change: A deep convolutional neural network surpasses humans Connor J. Parde Virginia E. Strehle Vivekjyoti Banerjee Ying Hu J. G. Cavazos Carlos D. Castillo A. O’toole CVBM 29 6 0 12 Jul 2022
Face Recognition Accuracy Across Demographics: Shining a Light Into the Problem Haiyu Wu Vítor Albiero K. Krishnapriya Michael C. King Kevin W. Bowyer CVBM 86 34 0 04 Jun 2022
The Influence of the Other-Race Effect on Susceptibility to Face Morphing Attacks Snipta Mallick G. Jeckeln Connor J. Parde Carlos D. Castillo A. O’toole CVBM 32 3 0 26 Apr 2022
VisCUIT: Visual Auditor for Bias in CNN Image Classifier Seongmin Lee Zijie J. Wang Judy Hoffman Duen Horng Chau 76 11 0 12 Apr 2022
PressureVision: Estimating Hand Pressure from a Single RGB Image Patrick Grady Chengcheng Tang Samarth Brahmbhatt Christopher D. Twigg Chengde Wan James Hays Charles C. Kemp 3DH 83 20 0 19 Mar 2022
A Deep Dive into Dataset Imbalance and Bias in Face Identification Valeriia Cherepanova Steven Reich Samuel Dooley Hossein Souri Micah Goldblum Tom Goldstein 41 18 0 15 Mar 2022
Evaluating Proposed Fairness Models for Face Recognition Algorithms John J. Howard Eli J. Laird Yevgeniy B. Sirotin Rebecca E. Rubin Jerry L. Tipton A. Vemury CVBM 61 24 0 09 Mar 2022
Fair SA: Sensitivity Analysis for Fairness in Face Recognition Aparna R. Joshi Xavier Suau N. Sivakumar Luca Zappella N. Apostoloff CVBM 111 12 0 08 Feb 2022
Challenges and Opportunities for Machine Learning Classification of Behavior and Mental State from Images Peter Washington O. Mutlu A. Kline K. Paskov N. Stockham B. Chrisman Nick Deveaux Mourya Surhabi Nick Haber Dennis Paul Wall 72 11 0 26 Jan 2022
Distill and De-bias: Mitigating Bias in Face Verification using Knowledge Distillation Prithviraj Dhar Joshua Gleason A. Roy Carlos D. Castillo P. Phillips Ramalingam Chellappa CVBM 60 7 0 17 Dec 2021
Evaluation of Human and Machine Face Detection using a Novel Distinctive Human Appearance Dataset Necdet Gurkan Jordan W. Suchow CVBM 53 3 0 01 Nov 2021
Measuring Hidden Bias within Face Recognition via Racial Phenotypes Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon CVBM 66 25 0 19 Oct 2021
Exploring Biases and Prejudice of Facial Synthesis via Semantic Latent Space Xuyang Shen J. Plested Sabrina Caldwell Tom Gedeon CVBM 214 1 0 23 Aug 2021
Learning Fair Face Representation With Progressive Cross Transformer Yong Li Yufei Sun Zhen Cui Shiguang Shan Jian Yang 77 11 0 11 Aug 2021
CASIA-Face-Africa: A Large-scale African Face Image Database Jawad Muhammad Yunlong Wang Caiyong Wang Kunbo Zhang Zhenan Sun CVBM 52 26 0 08 May 2021
An Axiomatic Theory of Provably-Fair Welfare-Centric Machine Learning Cyrus Cousins FaML 120 28 0 29 Apr 2021
Going Deeper Into Face Detection: A Survey Shervin Minaee Ping Luo Zhe Lin Kevin W. Bowyer CVBM 107 65 0 27 Mar 2021
Matched sample selection with GANs for mitigating attribute confounding Chandan Singh Guha Balakrishnan Pietro Perona GAN 69 6 0 24 Mar 2021
Hierarchical Attention-based Age Estimation and Bias Estimation Shakediel Hiba Y. Keller CVBM 75 11 0 17 Mar 2021
Balancing Biases and Preserving Privacy on Balanced Faces in the Wild Joseph P. Robinson Can Qin Yann Henon Samson Timoner Y. Fu 103 25 0 16 Mar 2021