Face Recognition: Too Bias, or Not Too Bias?

16 February 2020

Papers citing "Face Recognition: Too Bias, or Not Too Bias?"

33 / 33 papers shown

Title
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Zehan Li Yang Zhang Dong Wang CVBM 61 0 0 03 May 2025
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization Jean-Rémy Conti Stéphan Clémençon 17 0 0 27 Apr 2025
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 25 1 0 18 Sep 2024
What is a Goldilocks Face Verification Test Set? Haiyu Wu Sicong Tian Aman Bhatta Jacob Gutierrez Grace Bezold Genesis Argueta K. Ricanek Michael C. King Kevin W. Bowyer CVBM 26 1 0 24 May 2024
Identity Overlap Between Face Recognition Train/Test Data: Causing Optimistic Bias in Accuracy Measurement Haiyu Wu Sicong Tian Jacob Gutierrez Aman Bhatta Kagan Öztürk Kevin W. Bowyer 28 2 0 15 May 2024
Optimization-Based Improvement of Face Image Quality Assessment Techniques Žiga Babnik Naser Damer Vitomir Štruc CVBM 22 4 0 24 May 2023
Racial Bias within Face Recognition: A Survey Seyma Yucer Furkan Tektas Noura Al Moubayed T. Breckon FaML 38 10 0 01 May 2023
What Should Be Balanced in a "Balanced" Face Recognition Dataset? Haiyu Wu Kevin W. Bowyer CVBM 27 11 0 17 Apr 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach Xuan-Bac Nguyen C. Duong Marios Savvides Kaushik Roy Hugh Churchill Khoa Luu 37 9 0 14 Apr 2023
Gradient Attention Balance Network: Mitigating Face Recognition Racial Bias via Gradient Attention Linzhi Huang Mei Wang Jiahao Liang Weihong Deng Hongzhi Shi Dongchao Wen Yingjie Zhang Jian Zhao CVBM 27 7 0 05 Apr 2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based Recruitment Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Alfonso Ortega Ainhoa Herrarte Manuel Alcántara J. Ortega-Garcia FaML 25 34 0 13 Feb 2023
Assessing Bias in Face Image Quality Assessment Žiga Babnik Vitomir Štruc CVBM 26 12 0 28 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look Manideep Kolla Aravinth Savadamuthu CVBM 32 11 0 26 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 34 20 0 07 Nov 2022
Are Face Detection Models Biased? S. Mittal K. Thakral P. Majumdar Mayank Vatsa Richa Singh CVBM 26 5 0 07 Nov 2022
CAT: Controllable Attribute Translation for Fair Facial Attribute Classification Jiazhi Li Wael AbdAlmageed CVBM 24 8 0 14 Sep 2022
Towards Racially Unbiased Skin Tone Estimation via Scene Disambiguation Haiwen Feng Timo Bolkart J. Tesch Michael J. Black Victoria Fernandez-Abrevaya 19 39 0 08 May 2022
Anatomizing Bias in Facial Analysis Richa Singh P. Majumdar S. Mittal Mayank Vatsa CVBM 33 23 0 13 Dec 2021
Multiset-Equivariant Set Prediction with Approximate Implicit Differentiation Yan Zhang David W. Zhang Simon Lacoste-Julien Gertjan J. Burghouts Cees G. M. Snoek BDL 37 21 0 23 Nov 2021
Algorithmic Fairness in Face Morphing Attack Detection Raghavendra Ramachandra Kiran Raja Christoph Busch CVBM 21 8 0 23 Nov 2021
The 5th Recognizing Families in the Wild Data Challenge: Predicting Kinship from Faces Joseph P. Robinson Can Qin Ming Shao Matthew A. Turk Rama Chellappa Y. Fu CVBM 34 6 0 31 Oct 2021
Understanding and Mitigating Annotation Bias in Facial Expression Recognition Yunliang Chen Jungseock Joo CVBM 32 81 0 19 Aug 2021
Learning Fair Face Representation With Progressive Cross Transformer Yong Li Yufei Sun Zhen Cui Shiguang Shan Jian Yang 27 12 0 11 Aug 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 132 121 0 16 Jul 2021
Consistent Instance False Positive Improves Fairness in Face Recognition Xingkun Xu Yuge Huang Pengcheng Shen Shaoxin Li Jilin Li Feiyue Huang Yong Li Zhen Cui 14 57 0 10 Jun 2021
FairCal: Fairness Calibration for Face Verification Tiago Salvador Stephanie Cairns Vikram S. Voleti Noah Marshall Adam M. Oberman FaML 30 20 0 07 Jun 2021
Hierarchical Attention-based Age Estimation and Bias Estimation Shakediel Hiba Y. Keller CVBM 32 10 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 32 25 0 16 Mar 2021
Deepfake Videos in the Wild: Analysis and Detection Jiameng Pu Neal Mangaokar Lauren Kelly P. Bhattacharya Kavya Sundaram M. Javed Bolun Wang Bimal Viswanath 23 43 0 07 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics Philipp Terhörst J. Kolf Marco Huber Florian Kirchbuchner Naser Damer Aythami Morales Julian Fierrez Arjan Kuijper 29 115 0 02 Mar 2021
Person Perception Biases Exposed: Revisiting the First Impressions Dataset Julio C. S. Jacques Junior Àgata Lapedriza Cristina Palmero Xavier Baro Sergio Escalera 25 11 0 30 Nov 2020
Fairness in Biometrics: a figure of merit to assess biometric verification systems Tiago de Freitas Pereira S´ebastien Marcel 24 62 0 04 Nov 2020
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 14 158 0 20 Jul 2020