Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition

2 April 2020

Naser Damer

Papers citing "Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition"

22 / 22 papers shown

Title
(Un)fair Exposure in Deep Face Rankings at a Distance Andrea Atzori Gianni Fenu Mirko Marras CVBM 38 1 0 22 Aug 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
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
Addressing Bias in Face Detectors using Decentralised Data collection with incentives M. Ahan Robin Lehmann R. Blythman FedML CVBM 18 0 0 28 Oct 2022
Explaining Bias in Deep Face Recognition via Image Characteristics Andrea Atzori Gianni Fenu Mirko Marras FaML CVBM 33 11 0 23 Aug 2022
Does lossy image compression affect racial bias within face recognition? Seyma Yucer Matt Poyser Noura Al Moubayed T. Breckon CVBM 40 4 0 16 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification Xiao-Ze Lin Seungbae Kim Jungseock Joo CVBM 37 38 0 22 Jul 2022
CR-FIQA: Face Image Quality Assessment by Learning Sample Relative Classifiability Fadi Boutros Meiling Fang Marcel Klemt Biying Fu Naser Damer CVBM 29 80 0 13 Dec 2021
Anatomizing Bias in Facial Analysis Richa Singh P. Majumdar S. Mittal Mayank Vatsa CVBM 33 23 0 13 Dec 2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition Philipp Terhörst Malte Ihlefeld Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 29 52 0 26 Nov 2021
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics Biying Fu Congmin Chen O. Henniger Naser Damer CVBM 21 20 0 21 Oct 2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition Philipp Terhörst Marco Huber Naser Damer Florian Kirchbuchner Kiran Raja Arjan Kuijper CVBM 31 25 0 21 Oct 2021
Unravelling the Effect of Image Distortions for Biased Prediction of Pre-trained Face Recognition Models P. Majumdar S. Mittal Richa Singh Mayank Vatsa CVBM 43 19 0 14 Aug 2021
Fairness for Image Generation with Uncertain Sensitive Attributes A. Jalal Sushrut Karmalkar Jessica Hoffmann A. Dimakis Eric Price DiffM 35 39 0 23 Jun 2021
SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance Fu-Zhao Ou Xingyu Chen Ruixin Zhang Y. Huang Shaoxin Li Jilin Li Yong Li Liujuan Cao Yuan-Gen Wang CVBM 34 99 0 10 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
Investigating Bias and Fairness in Facial Expression Recognition Tian Xu J. White Sinan Kalkan Hatice Gunes CVBM 26 158 0 20 Jul 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 135 200 0 05 Mar 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization Philipp Terhörst J. Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper 19 56 0 10 Feb 2020
Range Loss for Deep Face Recognition with Long-tail Xiao Zhang Zhiyuan Fang Yandong Wen Zhifeng Li Yu Qiao CVBM 243 446 0 28 Nov 2016