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The performance of face analysis and recognition systems depends on the quality of the acquired face data, which is influenced by numerous factors.
“Probabilistic Face Embeddings”
Y. Shi and A.. Jain · 1904
Earlier work this paper cites.
“FaceQnet: Quality Assessment for Face Recognition Based on Deep Learning”
J. Hernandez-Ortega et al · 1904
Earlier work this paper cites.
“Pushing the Frontiers of Unconstrained Face Detection and Recognition: IARPA Janus Benchmark A”
B.. Klare et al · 1939
Earlier work this paper cites.
“Textural Features for Image Classification”, 1973, pp. 610–621
R.. Haralick, K. Shanmugam and I.. Dinstein · 1973
Earlier work this paper cites.
“Eigenfaces for Recognition”
M. Turk and A. Pentland · 1991
Earlier work this paper cites.
“Parameterisation of a Stochastic Model for Human Face Identification”
F.. Samaria and A.. Harter · 1994
Earlier work this paper cites.
“The AR Face Database”
A. Martinez and R. Benavente · 1998
Earlier work this paper cites.
“XM2VTSDB: The Extended M2VTS Database”
K. Messer et al · 1999
Earlier work this paper cites.
“Comprehensive Database for Facial Expression Analysis”
T. Kanade, J.. Cohn and Y. Tian · 2000
Earlier work this paper cites.
“The FERET Evaluation Methodology for Face-Recognition Algorithms”
P.. Phillips, H. Moon, S.. Rizvi and P.. Rauss · 2000
Earlier work this paper cites.
“From Few to Many: Illumination Cone Models for Face Recognition under Variable Lighting and Pose”
A.. Georghiades, P.. Belhumeur and D.. Kriegman · 2001
Earlier work this paper cites.
“Rapid object detection using a boosted cascade of simple features”
P. Viola and M. Jones · 2001
Earlier work this paper cites.
“Modeling the Shape of the Scene: A Holistic Representation of the Spatial Envelope”
A. Oliva and A. Torralba · 2001
Earlier work this paper cites.
“Spatial Frequency, Phase, and the Contrast of Natural Images”
P.. Bex and W. Makous · 2002
Earlier work this paper cites.
“A Universal Image Quality Index”
Z. Wang and A.. Bovik · 2002
Earlier work this paper cites.
“Data Uncertainty Learning in Face Recognition”
J. Chang, Z. Lan, C. Cheng and Y. Wei · 2003
Earlier work this paper cites.
“SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness”
P. Terhörst et al · 2003
Earlier work this paper cites.
“Color-Based Face Detection in the “15 Seconds of Fame” Art Installation”
F. Solina et al · 2003
Earlier work this paper cites.
“The CMU Pose, Illumination, and Expression Database”
T. Sim, S. Baker and M. Bsat · 2003
Earlier work this paper cites.
“The BANCA Database and Evaluation Protocol”
E. Bailly-Bailliére et al · 2003
Earlier work this paper cites.
“Face Pose Estimation and Its Application in Video Shot Selection”
Z. Yang et al · 2004
Earlier work this paper cites.
“A Training-Based No-Reference Image Quality Assessment Algorithm”
H. Luo · 2004
Earlier work this paper cites.
“The Pointing’04 Data Sets”
N. Gourier and J. Letessier · 2004
Earlier work this paper cites.
“Distinctive Image Features from Scale-Invariant Keypoints”
G.. Lowe · 2004
Earlier work this paper cites.
“Image Focus Measure Based on Chebyshev Moments”
P.. Yap and P. Raveendran · 2004
Earlier work this paper cites.
“Adversarial Latent Autoencoders”, 2020
S. Pidhorskyi, D. Adjeroh and G. Doretto · 2004
Earlier work this paper cites.
“Face Image Validation System”
M. Subasic et al · 2005
Earlier work this paper cites.
“The CMU Face In Action (FIA) Database”
R. Goh, L. Liu, X. Liu and T. Chen · 2005
Earlier work this paper cites.
“Visual Tracking and Recognition Using Probabilistic Appearance Manifolds”
K.. Lee, J. Ho, M.. Yang and D. Kriegman · 2005
Earlier work this paper cites.
“Video-Based Framework for Face Recognition in Video”
D.. Gorodnichy · 2005
Earlier work this paper cites.
“The effect of lighting direction on face recognition performance”, 2005
S. Mandala · 2005
Earlier work this paper cites.
“Overview of the Face Recognition Grand Challenge”
P.. Phillips et al · 2005
Earlier work this paper cites.
“Acquiring Linear Subspaces for Face Recognition under Variable Lighting”
K.. Lee, J. Ho and D.. Kriegman · 2005
Earlier work this paper cites.
“ISO/IEC 19794-5:2005 Information technology - Biometric data interchange formats - Part 5: Face image data”, 2005
ISO/IEC JTC1 SC37 Biometrics · 2005
Earlier work this paper cites.
“Quality Assessment of Facial Images”
R… Hsu, J. Shah and B. Martin · 2006
Earlier work this paper cites.
“On Combining Evidence for Reliability Estimation in Face Verification”
K. Kryszczuk and A. Drygajlo · 2006
Earlier work this paper cites.
“On Face Image Quality Measures”
K. Kryszczuk and A. Drygajlo · 2006
Earlier work this paper cites.
“Biometric Quality: Review and Application to Face Recognition with FaceQnet”, 2020
J. Hernandez-Ortega, J. Galbally, J. Fierrez and L. Beslay · 2006
Earlier work this paper cites.
“mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation”, 2020
R. Daza, A. Morales, J. Fierrez and R. Tolosana · 2006
Earlier work this paper cites.
“Some Quality Measures for Face Images and Their Relationship to Recognition Performance”
F. Weber · 2006
Earlier work this paper cites.
“Constructing Face Image Logs That Are Both Complete and Concise”
A. Fourney and R. Laganiere · 2007
Earlier work this paper cites.
“Standardization of Face Image Sample Quality”
X. Gao, S.. Li, R. Liu and P. Zhang · 2007
Earlier work this paper cites.
“Algorithms for Assessing the Quality of Facial Images”
M. Abdel-Mottaleb and M.. Mahoor · 2007
Earlier work this paper cites.
“Quality Summarization - Recommendations on Biometric Quality Summarization across the Application Domain”, 2007
E. Tabassi and P. Grother · 2007
Earlier work this paper cites.
“Labeled Faces in the Wild: A Database for Studying Face Recognition in Unconstrained Environments”, 2007
G.. Huang, M. Ramesh, T. Berg and E. Learned-Miller · 2007
Earlier work this paper cites.
“FRVT 2006 and ICE 2006 Large-Scale Results”, 2007
P.. Phillips et al · 2007
Earlier work this paper cites.
“Head Pose Estimation on Low Resolution Images”
N. Gourier, J. Maisonnasse, D. Hall and J.. Crowley · 2007
Earlier work this paper cites.
“Brightness Calculation in Digital Image Processing”
S. Bezryadin, P. Bourov and D. Ilinih · 2007
Earlier work this paper cites.
“Performance of Biometric Quality Measures”
P. Grother and E. Tabassi · 2007
Earlier work this paper cites.
“Focus on Quality, Predicting FRVT 2006 Performance”
J.. Beveridge et al · 2008
Earlier work this paper cites.
“Quality-Based Score Normalization and Frame Selection for Video-Based Person Authentication”
E.. Rúa, J… Castro and C.ía Mateo · 2008
Earlier work this paper cites.
“Face Quality Assessment System in Video Sequences”
K. Nasrollahi and T.. Moeslund · 2008
Earlier work this paper cites.
“The CAS-PEAL Large-Scale Chinese Face Database and Baseline Evaluations”
W. Gao et al · 2008
Earlier work this paper cites.
“Improving Long Range and High Magnification Face Recognition: Database Acquisition, Evaluation, and Enhancement”
Y. Yao et al · 2008
Earlier work this paper cites.
“Face Image Quality Evaluation for ISO/IEC Standards 19794-5 and 29794-5”
J. Sang, Z. Lei and S.. Li · 2009
Earlier work this paper cites.
“Asymmetry-Based Quality Assessment of Face Images”
G. Zhang and Y. Wang · 2009
Earlier work this paper cites.
“NIST Special Database 32 - Multiple Encounter Dataset I (MEDS-I)”, 2009
S. Curry et al · 2009
Earlier work this paper cites.
“ImageNet: A Large-Scale Hierarchical Image Database”
J. Deng et al · 2009
Earlier work this paper cites.
“Overview of the Multiple Biometrics Grand Challenge”
P.. Phillips et al · 2009
Earlier work this paper cites.
“Head Pose Estimation in Computer Vision: A Survey”
E. Murphy-Chutorian and M.. Trivedi · 2009
Earlier work this paper cites.
“Biometrics Beyond the Visible Spectrum: Imaging Technologies and Applications”
Miriam Moreno-Moreno, Julian Fierrez and Javier Ortega-Garcia · 2009
Earlier work this paper cites.
“An Illumination Quality Measure for Face Recognition”
D. Rizo-Rodriguez, H. Méndez-Vázquez and E. Garcia-Reyes · 2010
Earlier work this paper cites.
“Quantifying How Lighting and Focus Affect Face Recognition Performance”
J.. Beveridge et al · 2010
Earlier work this paper cites.
“FRVT 2006: Quo Vadis Face Quality”
J.. Beveridge et al · 2010
Earlier work this paper cites.
“Image-Quality-Based Adaptive Face Recognition”
H. Sellahewa and S.. Jassim · 2010
Earlier work this paper cites.
“ISO/IEC TR 29794-5:2010 Information technology - Biometric sample quality - Part 5: Face image data”, 2010
ISO/IEC JTC1 SC37 Biometrics · 2010
Earlier work this paper cites.
“Quality-Based Conditional Processing in Multi-Biometrics: Application to Sensor Interoperability”
F. Alonso-Fernandez, J. Fierrez, D. Ramos and J. Gonzalez-Rodriguez · 2010
Earlier work this paper cites.
“A New Ranking Method for Principal Components Analysis and Its Application to Face Image Analysis”
C.. Thomaz and G.. Giraldi · 2010
Earlier work this paper cites.
“The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB)”
J. Ortega-Garcia et al · 2010
Earlier work this paper cites.
“Quality in Face and Iris Research Ensemble (Q-FIRE)”
P.. Johnson et al · 2010
Cited alongside, same era.
“On the Vulnerability of Face Verification Systems to Hill-Climbing Attacks”
J. Galbally et al · 2010
Cited alongside, same era.
“Extracting a Good Quality Frontal Face Image From a Low-Resolution Video Sequence”
K. Nasrollahi and T.. Moeslund · 2011
Cited alongside, same era.
“Measuring Measures for Face Sample Quality”
M. Marsico, M. Nappi and D. Riccio · 2011
Cited alongside, same era.
“Patch-Based Probabilistic Image Quality Assessment for Face Selection and Improved Video-Based Face Recognition”
Y. Wong et al · 2011
Cited alongside, same era.
“ISO/IEC 19794-5:2011 Information technology - Biometric data interchange formats - Part 5: Face image data”, 2011
ISO/IEC JTC1 SC37 Biometrics · 2011
“ISO/IEC 2382-37:2017 Information technology - Vocabulary - Part 37: Biometrics”, 2017
ISO/IEC JTC1 SC37 Biometrics · 2017
Later among the works it cites.
“Age Progression/Regression by Conditional Adversarial Autoencoder”
Z. Zhang, Y. Song and H. Qi · 2017
Later among the works it cites.
“IARPA Janus Benchmark-B Face Dataset”
C. Whitelam et al · 2017
Later among the works it cites.
“AgeDB: The First Manually Collected, In-the-Wild Age Database”
S. Moschoglou et al · 2017
Later among the works it cites.
T. Zheng, W. Deng and J. Hu · 2017
Later among the works it cites.
“ImageNet Classification with Deep Convolutional Neural Networks”
A. Krizhevsky, I. Sutskever and G.. Hinton · 2017
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Cited alongside, same era.
“On Co-Training Online Biometric Classifiers”
H.. Bhatt et al · 2011
Cited alongside, same era.
“Annotated Facial Landmarks in the Wild: A Large-Scale, Real-World Database for Facial Landmark Localization”
M. Köstinger, P. Wohlhart, P.. Roth and H. Bischof · 2011
Cited alongside, same era.
“Face Recognition in Unconstrained Videos with Matched Background Similarity”
L. Wolf, T. Hassner and I. Maoz · 2011
Cited alongside, same era.
“SCface - Surveillance Cameras Face Database”
M. Grgic, K. Delac and S. Grgic · 2011
Cited alongside, same era.
“An Introduction to the Good, the Bad, & the Ugly Face Recognition Challenge Problem”
P.. Phillips et al · 2011
Cited alongside, same era.
“NIST Special Database 32 - Multiple Encounter Dataset II (MEDS-II)”, 2011
A.. Founds, N. Orlans, G. Whiddon and C. Watson · 2011
Cited alongside, same era.
Later among the works it cites.
“Xception: Deep Learning with Depthwise Separable Convolutions”, 2017
F…. Chollet · 2017
Later among the works it cites.
“ISO/IEC 29794-4:2017 Information technology - Biometric sample quality - Part 4: Finger image data”, 2017
ISO/IEC JTC1 SC37 Biometrics · 2017
Later among the works it cites.
“Face Biometric Quality Assessment via Light CNN”
J. Yu, K. Sun, F. Gao and S. Zhu · 2018
Later among the works it cites.
“An Empirical Evaluation of Deep Architectures on Generalization of Smartphone-Based Face Image Quality Assessment”
P. Wasnik, R. Raghavendra, K. Raja and C. Busch · 2018
Later among the works it cites.
“Boosting Face in Video Recognition via CNN Based Key Frame Extraction”
X. Qi, C. Liu and S. Schuckers · 2018
Later among the works it cites.
“Trends and Controversies”
H. Proença et al · 2018
Later among the works it cites.
“Portrait Quality - Reference Facial Images for MRTD”, 2018, pp. 85
ISO/IEC JTC1 SC17 WG3 · 2018
Later among the works it cites.
“Multiple Classifiers in Biometrics. Part 2: Trends and Challenges”
J. Fierrez, A. Morales, R. Vera-Rodriguez and D. Camacho · 2018
Later among the works it cites.
“IJB-S: IARPA Janus Surveillance Video Benchmark”
N.. Kalka et al · 2018
Later among the works it cites.
“VGGFace2: A Dataset for Recognising Faces across Pose and Age”
Q. Cao et al · 2018
Later among the works it cites.
“IARPA Janus Benchmark - C: Face Dataset and Protocol”
B. Maze et al · 2018
Later among the works it cites.
“Cross-Pose LFW: A Database for Studying Cross-Pose Face Recognition in Unconstrained Environments”, 2018
T. Zheng and W. Deng · 2018
Later among the works it cites.
“A Light CNN for Deep Face Representation with Noisy Labels”, 2018
X. Wu, R. He, Z. Sun and T. Tan · 2018
Later among the works it cites.
“SqueezeNext: Hardware-Aware Neural Network Design”, 2018
A. Gholami et al · 2018
Later among the works it cites.
“Learning Face Image Quality From Human Assessments”
L. Best-Rowden and A.. Jain · 2018
Later among the works it cites.
“Densely Connected Convolutional Networks”, 2018
G. Huang, Z. Liu, L. van der Maaten and K.. Weinberger · 2018
Later among the works it cites.
“Learning Transferable Architectures for Scalable Image Recognition”, 2018
B. Zoph, V. Vasudevan, J. Shlens and Q.. Le · 2018
Later among the works it cites.
“Multicolumn Networks for Face Recognition”
W. Xie and A. Zisserman · 2018
Later among the works it cites.
“Blind Image Quality Assessment with a Probabilistic Quality Representation”
H. Zeng, L. Zhang and A.. Bovik · 2018
Later among the works it cites.
Springer, 2018
“Automated Machine Learning: Methods, Systems, Challenges” In press, available at https://automl.org/book · 2018
Later among the works it cites.
“Multi-Branch Face Quality Assessment for Face Recognition”
Z. Lijun et al · 2019
Later among the works it cites.
“Deep Learning Based Estimation of Facial Attributes on Challenging Mobile Phone Face Datasets”
J. Rose and T. Bourlai · 2019
Later among the works it cites.
“Subjective Versus Objective Face Image Quality Evaluation For Face Recognition”
A. Khodabakhsh, M. Pedersen and C. Busch · 2019
Later among the works it cites.
“Face Quality Assessment via Semi-Supervised Learning”
X. Zhao, Y. Li and S. Wang · 2019
Later among the works it cites.
“DFQA: Deep Face Image Quality Assessment”
F. Yang et al · 2019
Later among the works it cites.
“JRC-34751 - Study on Face Identification Technology for its Implementation in the Schengen Information System”
J. Galbally et al · 2019
Later among the works it cites.
“ISO/IEC 39794-5:2019 Information technology - Extensible biometric data interchange formats - Part 5: Face image data”, 2019
ISO/IEC JTC1 SC37 Biometrics · 2019
Later among the works it cites.
“Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement”
Y. Song et al · 2019
Later among the works it cites.
“A Comprehensive Overview of Biometric Fusion”
M. Singh, R. Singh and A. Ross · 2019
Later among the works it cites.
“Computational Workload in Biometric Identification Systems: An Overview”
P. Drozdowski, C. Rathgeb and C. Busch · 2019
Later among the works it cites.
“ArcFace: Additive Angular Margin Loss for Deep Face Recognition”
J. Deng, J. Guo and S. Zafeiriou · 2019
Later among the works it cites.
“MobileNetV2: Inverted Residuals and Linear Bottlenecks”, 2019
M. Sandler et al · 2019
Later among the works it cites.
“Scoot: A Perceptual Metric for Facial Sketches”
D.. Fan et al · 2019
Later among the works it cites.
“On the assessment of face image quality based on handcrafted features”
O. Henniger, B. Fu and C. Chen · 2020
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“On Designing a Forensic Toolkit for Rapid Detection of Factors That Impact Face Recognition Performance When Processing Large Scale Face Datasets”
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“Inducing Predictive Uncertainty Estimation for Face Recognition”
W. Xie, J. Byrne and A. Zisserman · 2020
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“Perceptual Image Quality Assessment: A Survey”
G. Zhai and X. Min · 2020
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“Full-Reference Facial Image Quality Assessment and Identification by Two Proposed Measures”
R.. Dihin, N.. Hamza and Z.. Toman · 2020
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“Face Hallucination Using Cascaded Super-Resolution and Identity Priors”
K. Grm, W.. Scheirer and V. Štruc · 2020
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“Ultimate Face Matching Data Set”, 2020
CyberExtruder · 2020
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“NCKU face database”, 2020
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“Face biometrics”, 2020
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“RetinaFace: Single-Shot Multi-Level Face Localisation in the Wild”
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“Algorithmic Discrimination: Formulation and Exploration in Deep Learning-Based Face Biometrics”
I. Serna et al · 2020
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“Demographic Bias in Biometrics: A Survey on an Emerging Challenge”
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“Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI”
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“A Deep Insight into Measuring Face Image Utility with General and Face-Specific Image Quality Metrics” Preprint
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“The Effect of Wearing a Face Mask on Face Image Quality”
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“The Relative Contributions of Facial Parts Qualities to the Face Image Utility”
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“LightQNet: Lightweight Deep Face Quality Assessment for Risk-Controlled Face Recognition”
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“SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance”, 2021
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“Reliable Probabilistic Face Embeddings in the Wild”, 2021
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“Ongoing Face Recognition Vendor Test (FRVT) Part 5: Face Image Quality Assessment (4th Draft)”, 2021, pp. 35
P. Grother, A. Hom, M. Ngan and K. Hanaoka · 2021
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“Learning Emotional-Blinded Face Representations”
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“Extended Evaluation of the Effect of Real and Simulated Masks on Face Recognition Performance”
N. Damer et al · 2021
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“ISO/IEC WD 29794-1 - Information technology - Biometric sample quality - Part 1: Framework”, 2021
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“SensitiveNets: Learning Agnostic Representations with Application to Face Recognition”
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“ISO/IEC WD TS 24358 - Face-aware capture subsystem specifications”, 2021
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