How Does Gender Balance In Training Data Affect Face Recognition
Accuracy?

How Does Gender Balance In Training Data Affect Face Recognition Accuracy?

7 February 2020

Kevin W. Bowyer

Papers citing "How Does Gender Balance In Training Data Affect Face Recognition Accuracy?"

13 / 13 papers shown

Title
Mitigating Bias in Facial Recognition Systems: Centroid Fairness Loss Optimization Jean-Rémy Conti Stéphan Clémençon 17 0 0 27 Apr 2025
Vec2Face: Scaling Face Dataset Generation with Loosely Constrained Vectors Haiyu Wu Jaskirat Singh Sicong Tian Liang Zheng Kevin W. Bowyer CVBM 44 3 0 04 Sep 2024
What Should Be Balanced in a "Balanced" Face Recognition Dataset? Haiyu Wu Kevin W. Bowyer CVBM 27 11 0 17 Apr 2023
GBDF: Gender Balanced DeepFake Dataset Towards Fair DeepFake Detection Aakash Varma Nadimpalli A. Rattani 43 31 0 21 Jul 2022
An Examination of Bias of Facial Analysis based BMI Prediction Models Hera Siddiqui A. Rattani K. Ricanek Twyla J. Hill CVBM 39 12 0 21 Apr 2022
Gendered Differences in Face Recognition Accuracy Explained by Hairstyles, Makeup, and Facial Morphology Vítor Albiero Kai Zhang Michael C. King Kevin W. Bowyer CVBM 8 49 0 29 Dec 2021
Demographic Fairness in Biometric Systems: What do the Experts say? Christian Rathgeb P. Drozdowski Naser Damer Dinusha Frings Christoph Busch FaML 26 23 0 31 May 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
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
Facial Expressions as a Vulnerability in Face Recognition Alejandro Peña Ignacio Serna Aythami Morales Julian Fierrez Àgata Lapedriza CVBM 8 18 0 17 Nov 2020
Is Face Recognition Sexist? No, Gendered Hairstyles and Biology Are Vítor Albiero Kevin W. Bowyer CVBM FaML 16 38 0 16 Aug 2020
FaceHop: A Light-Weight Low-Resolution Face Gender Classification Method Mozhdeh Rouhsedaghat Yifan Wang Xiou Ge Shuowen Hu Suya You C.-C. Jay Kuo CVBM 24 42 0 18 Jul 2020
A Method for Curation of Web-Scraped Face Image Datasets Kai Zhang Vítor Albiero Kevin W. Bowyer CVBM 22 5 0 07 Apr 2020