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2004.01019
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Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition
2 April 2020
Philipp Terhörst
Jan Niklas Kolf
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
CML
CVBM
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Papers citing
"Face Quality Estimation and Its Correlation to Demographic and Non-Demographic Bias in Face Recognition"
30 / 30 papers shown
A Lightweight Ensemble-Based Face Image Quality Assessment Method with Correlation-Aware Loss
MohammadAli Hamidi
Hadi Amirpour
Luigi Atzori
Christian Timmerer
CVBM
234
2
0
12 Sep 2025
ViT-FIQA: Assessing Face Image Quality using Vision Transformers
Andrea Atzori
Fadi Boutros
Naser Damer
ViT
278
1
0
19 Aug 2025
Fairness measures for biometric quality assessment
International Conference on Pattern Recognition (ICPR), 2024
André Dorsch
Torsten Schlett
Peter Munch
Christian Rathgeb
C. Busch
319
3
0
21 Aug 2024
(Un)fair Exposure in Deep Face Rankings at a Distance
Andrea Atzori
Gianni Fenu
Mirko Marras
CVBM
294
1
0
22 Aug 2023
Are Explainability Tools Gender Biased? A Case Study on Face Presentation Attack Detection
European Signal Processing Conference (EUSIPCO), 2023
Marco Huber
Meiling Fang
Fadi Boutros
Naser Damer
FaML
CVBM
268
11
0
26 Apr 2023
Fairness in Visual Clustering: A Novel Transformer Clustering Approach
Xuan-Bac Nguyen
C. Duong
Marios Savvides
Kaushik Roy
Hugh Churchill
Khoa Luu
398
11
0
14 Apr 2023
Pose Impact Estimation on Face Recognition using 3D-Aware Synthetic Data with Application to Quality Assessment
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Marcel Grimmer
Christian Rathgeb
Christoph Busch
CVBM
257
6
0
01 Mar 2023
Assessing Bias in Face Image Quality Assessment
European Signal Processing Conference (EUSIPCO), 2022
Žiga Babnik
Vitomir Štruc
CVBM
235
14
0
28 Nov 2022
The Impact of Racial Distribution in Training Data on Face Recognition Bias: A Closer Look
Manideep Kolla
Aravinth Savadamuthu
CVBM
239
15
0
26 Nov 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era
Image and Vision Computing (IVC), 2022
Fevziye Irem Eyiokur
Alperen Kantarci
M. Erakin
Naser Damer
Ferda Ofli
...
Janez Križaj
A. Salah
Alexander Waibel
Vitomir Štruc
H. K. Ekenel
274
24
0
07 Nov 2022
Addressing Bias in Face Detectors using Decentralised Data collection with incentives
M. Ahan
Robin Lehmann
R. Blythman
FedML
CVBM
154
0
0
28 Oct 2022
Fairness in Face Presentation Attack Detection
Pattern Recognition (Pattern Recogn.), 2022
Meiling Fang
Wufei Yang
Arjan Kuijper
Vitomir Štruc
Naser Damer
CVBM
293
28
0
19 Sep 2022
Towards Explaining Demographic Bias through the Eyes of Face Recognition Models
Biying Fu
Naser Damer
192
13
0
29 Aug 2022
Explaining Bias in Deep Face Recognition via Image Characteristics
Andrea Atzori
Gianni Fenu
Mirko Marras
FaML
CVBM
234
15
0
23 Aug 2022
Does lossy image compression affect racial bias within face recognition?
Seyma Yucer
Matt Poyser
Noura Al Moubayed
T. Breckon
CVBM
260
7
0
16 Aug 2022
Face Morphing Attacks and Face Image Quality: The Effect of Morphing and the Unsupervised Attack Detection by Quality
IET Biometrics (IET Biom.), 2022
Biying Fu
Naser Damer
AAML
CVBM
182
14
0
11 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification
European Conference on Computer Vision (ECCV), 2022
Xiao-Ze Lin
Seungbae Kim
Jungseock Joo
CVBM
301
48
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
338
115
0
13 Dec 2021
Anatomizing Bias in Facial Analysis
Richa Singh
P. Majumdar
S. Mittal
Mayank Vatsa
CVBM
206
28
0
13 Dec 2021
QMagFace: Simple and Accurate Quality-Aware Face Recognition
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Philipp Terhörst
Malte Ihlefeld
Marco Huber
Naser Damer
Florian Kirchbuchner
Kiran Raja
Arjan Kuijper
CVBM
359
61
0
26 Nov 2021
A Deep Insight into Measuring Face Image Utility with General and Face-specific Image Quality Metrics
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2021
Biying Fu
Congmin Chen
O. Henniger
Naser Damer
CVBM
369
25
0
21 Oct 2021
Pixel-Level Face Image Quality Assessment for Explainable Face Recognition
IEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2021
Philipp Terhörst
Marco Huber
Naser Damer
Florian Kirchbuchner
Kiran Raja
Arjan Kuijper
CVBM
496
39
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
319
22
0
14 Aug 2021
Fairness for Image Generation with Uncertain Sensitive Attributes
A. Jalal
Sushrut Karmalkar
Jessica Hoffmann
A. Dimakis
Eric Price
DiffM
304
42
0
23 Jun 2021
SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance
Computer Vision and Pattern Recognition (CVPR), 2021
Fu-Zhao Ou
Xingyu Chen
Ruixin Zhang
Yanhua Huang
Shaoxin Li
Jilin Li
Yong Li
Liujuan Cao
Yuan-Gen Wang
CVBM
299
130
0
10 Mar 2021
A Comprehensive Study on Face Recognition Biases Beyond Demographics
IEEE Transactions on Technology and Society (IEEE TTS), 2021
Philipp Terhörst
Jan Niklas Kolf
Marco Huber
Florian Kirchbuchner
Naser Damer
Aythami Morales
Julian Fierrez
Arjan Kuijper
300
147
0
02 Mar 2021
Investigating Bias and Fairness in Facial Expression Recognition
Tian Xu
J. White
Sinan Kalkan
Hatice Gunes
CVBM
473
185
0
20 Jul 2020
Biometric Quality: Review and Application to Face Recognition with FaceQnet
J. Hernandez-Ortega
Javier Galbally
Julian Fierrez
Laurent Beslay
CVBM
317
70
0
05 Jun 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge
IEEE Transactions on Technology and Society (IEEE TTS), 2020
P. Drozdowski
Christian Rathgeb
A. Dantcheva
N. Damer
C. Busch
FaML
481
234
0
05 Mar 2020
Post-Comparison Mitigation of Demographic Bias in Face Recognition Using Fair Score Normalization
Pattern Recognition Letters (Pattern Recognit. Lett.), 2020
Philipp Terhörst
Jan Niklas Kolf
Naser Damer
Florian Kirchbuchner
Arjan Kuijper
364
65
0
10 Feb 2020
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