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Demographic Bias in Biometrics: A Survey on an Emerging Challenge
v1v2 (latest)

Demographic Bias in Biometrics: A Survey on an Emerging Challenge

IEEE Transactions on Technology and Society (IEEE TTS), 2020
5 March 2020
P. Drozdowski
Christian Rathgeb
A. Dantcheva
N. Damer
C. Busch
    FaML
ArXiv (abs)PDFHTML

Papers citing "Demographic Bias in Biometrics: A Survey on an Emerging Challenge"

50 / 108 papers shown
Discovering Intersectional Bias via Directional Alignment in Face Recognition Embeddings
Discovering Intersectional Bias via Directional Alignment in Face Recognition Embeddings
Ignacio Serna
CVBMLLMSV
215
0
0
17 Oct 2025
DemoBias: An Empirical Study to Trace Demographic Biases in Vision Foundation Models
DemoBias: An Empirical Study to Trace Demographic Biases in Vision Foundation ModelsInternational Workshop on Biometrics and Forensics (IWBF), 2025
Abu Sufian
Anirudha Ghosh
Debaditya Barman
Marco Leo
Cosimo Distante
125
1
0
25 Aug 2025
Balancing Beyond Discrete Categories: Continuous Demographic Labels for Fair Face Recognition
Balancing Beyond Discrete Categories: Continuous Demographic Labels for Fair Face Recognition
Pedro C. Neto
Naser Damer
Jaime S. Cardoso
Ana F. Sequeira
414
0
0
02 Jun 2025
TrustSkin: A Fairness Pipeline for Trustworthy Facial Affect Analysis Across Skin Tone
TrustSkin: A Fairness Pipeline for Trustworthy Facial Affect Analysis Across Skin ToneIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2025
Ana M. Cabanas
Alma Pedro
Domingo Mery
136
2
0
27 May 2025
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
A Responsible Face Recognition Approach for Small and Mid-Scale Systems Through Personalized Neural Networks
Sebastian Groß
Stefan Heindorf
Philipp Terhörst
CVBM
274
0
0
26 May 2025
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial Images
Gone With the Bits: Revealing Racial Bias in Low-Rate Neural Compression for Facial ImagesConference on Fairness, Accountability and Transparency (FAccT), 2025
Tian Qiu
Arjun Nichani
Rasta Tadayontahmasebi
Haewon Jeong
342
2
0
05 May 2025
Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition
Lights, Camera, Matching: The Role of Image Illumination in Fair Face Recognition
Gabriella Pangelinan
Grace Bezold
Haiyu Wu
Michael C. King
Kevin W. Bowyer
CVBM
437
5
0
15 Jan 2025
Balancing the Scales: Enhancing Fairness in Facial Expression
  Recognition with Latent Alignment
Balancing the Scales: Enhancing Fairness in Facial Expression Recognition with Latent Alignment
S. A. Rizvi
Aryan Seth
Pratik Narang
214
1
0
25 Oct 2024
Do They Understand What They Are Using? -- Assessing Perception and
  Usage of Biometrics
Do They Understand What They Are Using? -- Assessing Perception and Usage of Biometrics
Lukas Mecke
Alia Saad
Sarah Prange
Uwe Gruenefeld
Stefan Schneegass
Florian Alt
162
0
0
16 Oct 2024
A large-scale study of performance and equity of commercial remote
  identity verification technologies across demographics
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
201
2
0
18 Sep 2024
Comprehensive Equity Index (CEI): Definition and Application to Bias
  Evaluation in Biometrics
Comprehensive Equity Index (CEI): Definition and Application to Bias Evaluation in BiometricsInternational Conference on Pattern Recognition (ICPR), 2024
Imanol Solano
Alejandro Peña
Aythami Morales
Julian Fierrez
Ruben Tolosana
F. Zamora-Martínez
Javier San Agustin
260
3
0
03 Sep 2024
Fairness measures for biometric quality assessment
Fairness measures for biometric quality assessmentInternational Conference on Pattern Recognition (ICPR), 2024
André Dorsch
Torsten Schlett
Peter Munch
Christian Rathgeb
C. Busch
295
3
0
21 Aug 2024
Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic
  Bias in Facial Recognition
Fairness Under Cover: Evaluating the Impact of Occlusions on Demographic Bias in Facial Recognition
Rafael M. Mamede
Pedro C. Neto
Ana F. Sequeira
249
4
0
19 Aug 2024
Beyond Spatial Explanations: Explainable Face Recognition in the
  Frequency Domain
Beyond Spatial Explanations: Explainable Face Recognition in the Frequency Domain
Marco Huber
Naser Damer
CVBM
314
3
0
16 Jul 2024
Can the accuracy bias by facial hairstyle be reduced through balancing
  the training data?
Can the accuracy bias by facial hairstyle be reduced through balancing the training data?
Kagan Öztürk
Haiyu Wu
Kevin W. Bowyer
CVBM
262
6
0
30 May 2024
Testing the Performance of Face Recognition for People with Down
  Syndrome
Testing the Performance of Face Recognition for People with Down SyndromeIEEE International Conference on Automatic Face & Gesture Recognition (FG), 2024
Christian Rathgeb
M. Ibsen
Denise Hartmann
Simon Hradetzky
Berglind Ólafsdóttir
166
3
0
18 May 2024
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
Synthetic Face Datasets Generation via Latent Space Exploration from Brownian Identity Diffusion
David Geissbühler
Hatef Otroshi-Shahreza
S´ebastien Marcel
DiffM
392
17
0
30 Apr 2024
A Comparison of Differential Performance Metrics for the Evaluation of
  Automatic Speaker Verification Fairness
A Comparison of Differential Performance Metrics for the Evaluation of Automatic Speaker Verification Fairness
Oubaïda Chouchane
Christoph Busch
Chiara Galdi
Nicholas W. D. Evans
Massimiliano Todisco
197
5
0
27 Apr 2024
Security and Privacy Product Inclusion
Security and Privacy Product Inclusion
Dave Kleidermacher
Emmanuel Arriaga
Eric Wang
Sebastian Porst
Roger Piqueras Jover
196
0
0
20 Apr 2024
Mask-up: Investigating Biases in Face Re-identification for Masked Faces
Mask-up: Investigating Biases in Face Re-identification for Masked Faces
Siddharth D. Jaiswal
Ankit Kr. Verma
Animesh Mukherjee
263
0
0
21 Feb 2024
Recent Advancement in 3D Biometrics using Monocular Camera
Recent Advancement in 3D Biometrics using Monocular Camera
Aritra Mukherjee
Abhijit Das
225
1
0
05 Jan 2024
GELDA: A generative language annotation framework to reveal visual
  biases in datasets
GELDA: A generative language annotation framework to reveal visual biases in datasets
Krish Kabra
Kathleen M. Lewis
Guha Balakrishnan
VLM
232
1
0
29 Nov 2023
Bias and Diversity in Synthetic-based Face Recognition
Bias and Diversity in Synthetic-based Face RecognitionIEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2023
Marco Huber
An Luu
Fadi Boutros
Arjan Kuijper
Naser Damer
318
22
0
07 Nov 2023
Invariant Feature Regularization for Fair Face Recognition
Invariant Feature Regularization for Fair Face RecognitionIEEE International Conference on Computer Vision (ICCV), 2023
Jiali Ma
Zhongqi Yue
Tomoyuki Kagaya
Tomoki Suzuki
J. Karlekar
Sugiri Pranata
Hanwang Zhang
351
15
0
23 Oct 2023
What's color got to do with it? Face recognition in grayscale
What's color got to do with it? Face recognition in grayscaleIEEE Transactions on Biometrics Behavior and Identity Science (TBBIS), 2023
Aman Bhatta
Domingo Mery
Haiyu Wu
Joyce Annan
Micheal C. King
Kevin W. Bowyer
CVBM
446
4
0
11 Sep 2023
Impact of Blur and Resolution on Demographic Disparities in 1-to-Many
  Facial Identification
Impact of Blur and Resolution on Demographic Disparities in 1-to-Many Facial Identification
Aman Bhatta
Gabriella Pangelinan
Micheal C. King
Kevin W. Bowyer
CVBM
331
12
0
08 Sep 2023
Beard Segmentation and Recognition Bias
Beard Segmentation and Recognition Bias
Kagan Öztürk
Grace Bezold
Aman Bhatta
Haiyu Wu
Kevin W. Bowyer
CVBM
211
7
0
30 Aug 2023
Fairness Index Measures to Evaluate Bias in Biometric Recognition
Fairness Index Measures to Evaluate Bias in Biometric Recognition
Ketan Kotwal
S´ebastien Marcel
159
15
0
19 Jun 2023
In the Name of Fairness: Assessing the Bias in Clinical Record
  De-identification
In the Name of Fairness: Assessing the Bias in Clinical Record De-identificationConference on Fairness, Accountability and Transparency (FAccT), 2023
Yuxin Xiao
S. Lim
Tom Pollard
Marzyeh Ghassemi
256
18
0
18 May 2023
Racial Bias within Face Recognition: A Survey
Racial Bias within Face Recognition: A SurveyACM Computing Surveys (ACM Comput. Surv.), 2023
Seyma Yucer
Furkan Tektas
Noura Al Moubayed
T. Breckon
FaML
274
28
0
01 May 2023
Measuring Bias in AI Models: An Statistical Approach Introducing N-Sigma
Measuring Bias in AI Models: An Statistical Approach Introducing N-SigmaAnnual International Computer Software and Applications Conference (COMPSAC), 2023
Daniel DeAlcala
Ignacio Serna
Aythami Morales
Julian Fierrez
J. Ortega-Garcia
241
13
0
26 Apr 2023
Child Face Recognition at Scale: Synthetic Data Generation and
  Performance Benchmark
Child Face Recognition at Scale: Synthetic Data Generation and Performance BenchmarkFrontiers in Signal Processing (FSP), 2023
Magnus Falkenberg
Anders Bensen Ottsen
M. Ibsen
Christian Rathgeb
CVBM
284
19
0
23 Apr 2023
What Should Be Balanced in a "Balanced" Face Recognition Dataset?
What Should Be Balanced in a "Balanced" Face Recognition Dataset?British Machine Vision Conference (BMVC), 2023
Haiyu Wu
Kevin W. Bowyer
CVBM
238
17
0
17 Apr 2023
Exploring Causes of Demographic Variations In Face Recognition Accuracy
Exploring Causes of Demographic Variations In Face Recognition Accuracy
Gabriella Pangelinan
K. Krishnapriya
Vítor Albiero
Grace Bezold
Kai Zhang
Kushal Vangara
Michael C. King
Kevin W. Bowyer
CVBM
169
9
0
14 Apr 2023
How far generated data can impact Neural Networks performance?
How far generated data can impact Neural Networks performance?VISIGRAPP (VISIGRAPP), 2023
Sayeh Gholipour Picha
D. Chanti
A. Caplier
CVBM
131
1
0
27 Mar 2023
Bias mitigation techniques in image classification: fair machine
  learning in human heritage collections
Bias mitigation techniques in image classification: fair machine learning in human heritage collectionsJournal of WSCG (WSCG), 2023
Dalia Ortiz Pablo
Sushruth Badri
Erik Norén
Christoph Nötzli
301
2
0
20 Mar 2023
The Casual Conversations v2 Dataset
The Casual Conversations v2 Dataset
Bilal Porgali
Vítor Albiero
Jordan Ryda
Cristian Canton Ferrer
C. Hazirbas
162
2
0
08 Mar 2023
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed
  on AI-based Recruitment
Human-Centric Multimodal Machine Learning: Recent Advances and Testbed on AI-based RecruitmentSN Computer Science (SN Comput. Sci.), 2023
Alejandro Peña
Ignacio Serna
Aythami Morales
Julian Fierrez
Alfonso Ortega
Ainhoa Herrarte
Manuel Alcántara
J. Ortega-Garcia
FaML
294
56
0
13 Feb 2023
Robustness Disparities in Face Detection
Robustness Disparities in Face DetectionNeural Information Processing Systems (NeurIPS), 2022
Samuel Dooley
George Z. Wei
Tom Goldstein
John P. Dickerson
CVBM
214
11
0
29 Nov 2022
MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face
  Recognition
MixFairFace: Towards Ultimate Fairness via MixFair Adapter in Face RecognitionAAAI Conference on Artificial Intelligence (AAAI), 2022
Fu-En Wang
Chien-Yi Wang
Min Sun
S. Lai
257
10
0
28 Nov 2022
A Survey on Computer Vision based Human Analysis in the COVID-19 Era
A Survey on Computer Vision based Human Analysis in the COVID-19 EraImage 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
250
24
0
07 Nov 2022
Are Face Detection Models Biased?
Are Face Detection Models Biased?IEEE International Conference on Automatic Face & Gesture Recognition (FG), 2022
S. Mittal
K. Thakral
P. Majumdar
Mayank Vatsa
Richa Singh
CVBM
195
8
0
07 Nov 2022
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face
  Recognition
Rethinking Bias Mitigation: Fairer Architectures Make for Fairer Face RecognitionNeural Information Processing Systems (NeurIPS), 2022
Samuel Dooley
R. Sukthanker
John P. Dickerson
Colin White
Katharina Eggensperger
Micah Goldblum
CVBM
402
34
0
18 Oct 2022
What's in a Decade? Transforming Faces Through Time
What's in a Decade? Transforming Faces Through Time
Eric Chen
Jin Sun
Apoorv Khandelwal
Dani Lischinski
Noah Snavely
Hadar Averbuch-Elor
360
9
0
13 Oct 2022
Social and environmental impact of recent developments in machine
  learning on biology and chemistry research
Social and environmental impact of recent developments in machine learning on biology and chemistry research
Daniel Probst
172
1
0
01 Oct 2022
Fairness in Face Presentation Attack Detection
Fairness in Face Presentation Attack DetectionPattern Recognition (Pattern Recogn.), 2022
Meiling Fang
Wufei Yang
Arjan Kuijper
Vitomir Štruc
Naser Damer
CVBM
284
25
0
19 Sep 2022
Towards Explaining Demographic Bias through the Eyes of Face Recognition
  Models
Towards Explaining Demographic Bias through the Eyes of Face Recognition Models
Biying Fu
Naser Damer
182
13
0
29 Aug 2022
Causality-Inspired Taxonomy for Explainable Artificial Intelligence
Causality-Inspired Taxonomy for Explainable Artificial Intelligence
Pedro C. Neto
Tiago B. Gonccalves
João Ribeiro Pinto
W. Silva
Ana F. Sequeira
Arun Ross
Jaime S. Cardoso
XAI
336
16
0
19 Aug 2022
Synthetic Data in Human Analysis: A Survey
Synthetic Data in Human Analysis: A SurveyIEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2022
Indu Joshi
Marcel Grimmer
Christian Rathgeb
Christoph Busch
Francois Bremond
A. Dantcheva
304
83
0
19 Aug 2022
A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for
  Debiasing in Multimodal Conversational Emotion Recognition
A Multibias-mitigated and Sentiment Knowledge Enriched Transformer for Debiasing in Multimodal Conversational Emotion RecognitionNatural Language Processing and Chinese Computing (NLPCC), 2022
Jinglin Wang
Fang Ma
Yazhou Zhang
Dawei Song
149
5
0
17 Jul 2022
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