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In this paper we develop a Quality Assessment approach for face recognition based on deep learning.
The multiscenario multienvironment Biosecure Multimodal Database (BMDB)
J. Ortega-Garcia, J. Fierrez, et al · 2010
Earlier work this paper cites.
Quality metrics for practical face recognition
A. Abaza, M. A. Harrison, and T. Bourlai · 2012
Earlier work this paper cites.
Quality measures in biometric systems
F. Alonso-Fernandez, J. Fierrez, and J. Ortega-Garcia · 2012
Earlier work this paper cites.
Face image conformance to ISO/ICAO standards in machine readable travel documents
M. Ferrara et al · 2012
Earlier work this paper cites.
The challenge of face recognition from digital point-and-shoot cameras
J. R. Beveridge et al · 2013
Earlier work this paper cites.
On the existence of face quality measures
P. J. Phillips et al · 2013
Earlier work this paper cites.
QUIS-CAMPI: Extending in the wild biometric recognition to surveillance env
J. C. Neves et al · 2015
Cited alongside, same era.
FaceNet: A unified embedding for face recognition and clustering
F. Schroff et al · 2015
Cited alongside, same era.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Cited alongside, same era.
Joint face detection and alignment using multitask cascaded convolutional networks
K. Zhang et al · 2016
Cited alongside, same era.
An all-in-one convolutional neural network for face analysis
R. Ranjan et al · 2017
Cited alongside, same era.
Learning Face Image Quality From Human Assessments
L. Best-Rowden and A. K. Jain · 2018
Cited alongside, same era.
VGGFace2: A dataset for recognising faces across pose and age
Q. Cao et al · 2018
Later among the works it cites.
Multiple Classifiers in Biometrics. Part 2: Trends and Challenges
J. Fierrez et al · 2018
Later among the works it cites.
IARPA Janus Benchmark–C: Face Dataset and Protocol
B. Maze et al · 2018
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Trends and Controversies
H. Proenca et al · 2018
Later among the works it cites.
Face++ Compare API, Retrieved March 2019 from https://www.faceplusplus.com/face-comparing/
Megvii · 2019
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