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Face Image Quality Assessment: A Literature Survey

2 September 2020

Julian Fierrez

Christoph Busch

CVBM

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Papers citing "Face Image Quality Assessment: A Literature Survey"

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Title
Demographic Variability in Face Image Quality Measures Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 98 0 0 14 Jan 2025
Radial Distortion in Face Images: Detection and Impact Wassim Kabbani Tristan Le Pessot Kiran Raja Raghavendra Ramachandra C. Busch CVBM 74 0 0 13 Jan 2025
Eye Sclera for Fair Face Image Quality Assessment Wassim Kabbani Kiran Raja Raghavendra Ramachandra C. Busch CVBM 105 0 0 13 Jan 2025
Quality-Based Conditional Processing in Multi-Biometrics: Application to Sensor Interoperability F. Alonso-Fernandez Julian Fierrez D. Ramos Joaquín González-Rodríguez 35 65 0 24 Nov 2022
Facial Soft Biometrics for Recognition in the Wild: Recent Works, Annotation, and COTS Evaluation E. González-Sosa Julian Fierrez R. Vera-Rodríguez F. Alonso-Fernandez CVBM 70 115 0 24 Oct 2022
The Multiscenario Multienvironment BioSecure Multimodal Database (BMDB) J. Ortega-Garcia Julian Fierrez F. Alonso-Fernandez Javier Galbally Manuel R. Freire ... Federico Sukno S. Pavani Alejandro Frangi L. Akarun A. Savran 50 107 0 17 Nov 2021
Quality Measures in Biometric Systems F. Alonso-Fernandez Julian Fierrez J. Ortega-Garcia 41 119 0 17 Nov 2021
The Effect of Wearing a Face Mask on Face Image Quality Biying Fu Florian Kirchbuchner Naser Damer CVBM 99 16 0 21 Oct 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 114 20 0 21 Oct 2021
MagFace: A Universal Representation for Face Recognition and Quality Assessment Qiang Meng Shichao Zhao Zhida Huang F. Zhou CVBM 78 491 0 11 Mar 2021
SDD-FIQA: Unsupervised Face Image Quality Assessment with Similarity Distribution Distance Fu-Zhao Ou Xingyu Chen Ruixin Zhang Yanhua Huang Shaoxin Li Jilin Li Yong Li Liujuan Cao Yuan-Gen Wang CVBM 148 100 0 10 Mar 2021
Learning Emotional-Blinded Face Representations Alejandro Peña Julian Fierrez Àgata Lapedriza Aythami Morales CVBM 49 13 0 18 Sep 2020
Deep Learning-based Single Image Face Depth Data Enhancement Torsten Schlett Christian Rathgeb Christoph Busch CVBM 54 16 0 19 Jun 2020
mEBAL: A Multimodal Database for Eye Blink Detection and Attention Level Estimation Roberto Daza Aythami Morales Julian Fierrez Ruben Tolosana CVBM 52 44 0 09 Jun 2020
Biometric Quality: Review and Application to Face Recognition with FaceQnet J. Hernandez-Ortega Javier Galbally Julian Fierrez Laurent Beslay CVBM 57 60 0 05 Jun 2020
Adversarial Latent Autoencoders Stanislav Pidhorskyi Donald Adjeroh Gianfranco Doretto GAN DRL 91 261 0 09 Apr 2020
Data Uncertainty Learning in Face Recognition Jie Chang Zhonghao Lan Changmao Cheng Yichen Wei CVBM 120 270 0 25 Mar 2020
SER-FIQ: Unsupervised Estimation of Face Image Quality Based on Stochastic Embedding Robustness Philipp Terhörst Jan Niklas Kolf Naser Damer Florian Kirchbuchner Arjan Kuijper CVBM 75 165 0 20 Mar 2020
Demographic Bias in Biometrics: A Survey on an Emerging Challenge P. Drozdowski Christian Rathgeb A. Dantcheva N. Damer C. Busch FaML 171 206 0 05 Mar 2020
Algorithmic Discrimination: Formulation and Exploration in Deep Learning-based Face Biometrics Ignacio Serna Aythami Morales Julian Fierrez Manuel Cebrian Nick Obradovich Iyad Rahwan FaML OOD CVBM 43 42 0 04 Dec 2019
Explainable Artificial Intelligence (XAI): Concepts, Taxonomies, Opportunities and Challenges toward Responsible AI Alejandro Barredo Arrieta Natalia Díaz Rodríguez Javier Del Ser Adrien Bennetot Siham Tabik ... S. Gil-Lopez Daniel Molina Richard Benjamins Raja Chatila Francisco Herrera XAI 130 6,321 0 22 Oct 2019
Scoot: A Perceptual Metric for Facial Sketches Deng-Ping Fan Shengchuan Zhang Yu-Huan Wu Yun-Hai Liu Ming-Ming Cheng Bo Ren Paul L. Rosin Rongrong Ji 419 49 0 21 Aug 2019
Probabilistic Face Embeddings Yichun Shi Anil K. Jain CVBM 72 310 0 21 Apr 2019
FaceQnet: Quality Assessment for Face Recognition based on Deep Learning J. Hernandez-Ortega Javier Galbally Julian Fierrez Rudolf Haraksim Laurent Beslay CVBM 66 139 0 03 Apr 2019
A Comprehensive Overview of Biometric Fusion Maneet Singh Richa Singh Arun Ross 88 189 0 08 Feb 2019
Joint Face Hallucination and Deblurring via Structure Generation and Detail Enhancement Yibing Song Jiawei Zhang Lijun Gong Shengfeng He Linchao Bao Jin-shan Pan Qingxiong Yang Ming-Hsuan Yang SupR CVBM 73 51 0 22 Nov 2018
Multicolumn Networks for Face Recognition Weidi Xie Andrew Zisserman CVBM 41 87 0 24 Jul 2018
Face hallucination using cascaded super-resolution and identity priors Klemen Grm Simon Dobrišek Walter J. Scheirer Vitomir Štruc SupR 75 94 0 28 May 2018
SqueezeNext: Hardware-Aware Neural Network Design A. Gholami K. Kwon Bichen Wu Zizheng Tai Xiangyu Yue Peter H. Jin Sicheng Zhao Kurt Keutzer 53 299 0 23 Mar 2018
MobileNetV2: Inverted Residuals and Linear Bottlenecks Mark Sandler Andrew G. Howard Menglong Zhu A. Zhmoginov Liang-Chieh Chen 209 19,335 0 13 Jan 2018
VGGFace2: A dataset for recognising faces across pose and age Qiong Cao Li Shen Weidi Xie Omkar M. Parkhi Andrew Zisserman CVBM 103 2,635 0 23 Oct 2017
Cross-Age LFW: A Database for Studying Cross-Age Face Recognition in Unconstrained Environments Tianyue Zheng Weihong Deng Jiani Hu CVBM 72 418 0 28 Aug 2017
Learning Transferable Architectures for Scalable Image Recognition Barret Zoph Vijay Vasudevan Jonathon Shlens Quoc V. Le 189 5,612 0 21 Jul 2017
Automatic Face Image Quality Prediction L. Best-Rowden Anil K. Jain CVBM 3DH 54 19 0 29 Jun 2017
Quality Aware Network for Set to Set Recognition Yu Liu Junjie Yan Wanli Ouyang 67 316 0 11 Apr 2017
Age Progression/Regression by Conditional Adversarial Autoencoder Zhifei Zhang Yang Song Hairong Qi GAN CVBM 90 1,119 0 27 Feb 2017
Xception: Deep Learning with Depthwise Separable Convolutions François Chollet MDE BDL PINN 1.4K 14,618 0 07 Oct 2016
Densely Connected Convolutional Networks Gao Huang Zhuang Liu Laurens van der Maaten Kilian Q. Weinberger PINN 3DV 803 36,892 0 25 Aug 2016
MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition Yandong Guo Lei Zhang Yuxiao Hu Xiaodong He Jianfeng Gao CVBM 173 1,963 0 27 Jul 2016
SqueezeNet: AlexNet-level accuracy with 50x fewer parameters and <0.5MB model size F. Iandola Song Han Matthew W. Moskewicz Khalid Ashraf W. Dally Kurt Keutzer 159 7,501 0 24 Feb 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 194,510 0 10 Dec 2015
The MegaFace Benchmark: 1 Million Faces for Recognition at Scale Ira Kemelmacher-Shlizerman S. M. Seitz Daniel Miller Evan Brossard CVBM 85 863 0 02 Dec 2015
Rethinking the Inception Architecture for Computer Vision Christian Szegedy Vincent Vanhoucke Sergey Ioffe Jonathon Shlens Z. Wojna 3DV BDL 886 27,427 0 02 Dec 2015
A Light CNN for Deep Face Representation with Noisy Labels Xiang Wu Ran He Zhenan Sun Tieniu Tan CVBM 95 1,073 0 09 Nov 2015
Predicting Face Recognition Performance Using Image Quality Abhishek Dutta Raymond N. J. Veldhuis Luuk J. Spreeuwers CVBM 35 18 0 24 Oct 2015
Face Search at Scale: 80 Million Gallery Dayong Wang C. Otto Anil K. Jain PICV CVBM 53 107 0 26 Jul 2015
FaceNet: A Unified Embedding for Face Recognition and Clustering Florian Schroff Dmitry Kalenichenko James Philbin 3DH 389 13,172 0 12 Mar 2015
Learning Face Representation from Scratch Dong Yi Zhen Lei Tianran Ouyang Stan Z. Li CVBM 97 2,012 0 28 Nov 2014
Going Deeper with Convolutions Christian Szegedy Wei Liu Yangqing Jia P. Sermanet Scott E. Reed Dragomir Anguelov D. Erhan Vincent Vanhoucke Andrew Rabinovich 494 43,698 0 17 Sep 2014
Very Deep Convolutional Networks for Large-Scale Image Recognition Karen Simonyan Andrew Zisserman FAtt MDE 1.7K 100,529 0 04 Sep 2014