Measuring Hidden Bias within Face Recognition via Racial Phenotypes

Measuring Hidden Bias within Face Recognition via Racial Phenotypes

19 October 2021

Noura Al Moubayed

Papers citing "Measuring Hidden Bias within Face Recognition via Racial Phenotypes"

15 / 15 papers shown

Title
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images Tian Qiu Arjun Nichani Rasta Tadayontahmasebi Haewon Jeong 29 0 0 05 May 2025
Component-Based Fairness in Face Attribute Classification with Bayesian Network-informed Meta Learning Yifan Liu Ruichen Yao Y. Liu Ruohan Zong Z. Li Yang Zhang Dong Wang CVBM 51 0 0 03 May 2025
FaceX: Understanding Face Attribute Classifiers through Summary Model Explanations Ioannis Sarridis C. Koutlis Symeon Papadopoulos Christos Diou CVBM 102 0 0 10 Dec 2024
Fairer Analysis and Demographically Balanced Face Generation for Fairer Face Verification Alexandre Fournier-Montgieux Michael Soumm Adrian Daniel Popescu B. Luvison Hervé Le Borgne 72 0 0 04 Dec 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 18 1 0 18 Sep 2024
Can the accuracy bias by facial hairstyle be reduced through balancing the training data? Kagan Öztürk Haiyu Wu Kevin W. Bowyer CVBM 27 3 0 30 May 2024
ID-to-3D: Expressive ID-guided 3D Heads via Score Distillation Sampling F. Babiloni Alexandros Lattas Jiankang Deng S. Zafeiriou DiffM 35 4 0 26 May 2024
Disentangling Racial Phenotypes: Fine-Grained Control of Race-related Facial Phenotype Characteristics Seyma Yucer Amir Atapour-Abarghouei Noura Al Moubayed T. Breckon CVBM 37 1 0 29 Mar 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces Siddharth D. Jaiswal Ankit Kr. Verma Animesh Mukherjee 23 0 0 21 Feb 2024
Skin Deep: Investigating Subjectivity in Skin Tone Annotations for Computer Vision Benchmark Datasets Teanna Barrett Quan Ze Chen Amy X. Zhang 29 13 0 15 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
Ethical Considerations for Responsible Data Curation Jerone T. A. Andrews Dora Zhao William Thong Apostolos Modas Orestis Papakyriakopoulos Alice Xiang 17 19 0 07 Feb 2023
Improved HER2 Tumor Segmentation with Subtype Balancing using Deep Generative Networks Mathias Öttl Jana Mönius M. Rübner C. Geppert Jingna Qiu ... Matthias W. Beckmann Peter Fasching Andreas K. Maier R. Erber Katharina Breininger DiffM MedIm 21 3 0 11 Nov 2022
Does lossy image compression affect racial bias within face recognition? Seyma Yucer Matt Poyser Noura Al Moubayed T. Breckon CVBM 32 4 0 16 Aug 2022
Diversity and Inclusion Metrics in Subset Selection Margaret Mitchell Dylan K. Baker Nyalleng Moorosi Emily L. Denton Ben Hutchinson A. Hanna Timnit Gebru Jamie Morgenstern FaML 150 85 0 09 Feb 2020