Face image quality assessment: A literature survey

T Schlett, C Rathgeb, O Henniger, J Galbally… - ACM Computing …, 2022 - dl.acm.org
The performance of face analysis and recognition systems depends on the quality of the
acquired face data, which is influenced by numerous factors. Automatically assessing the …

Learning face image quality from human assessments

L Best-Rowden, AK Jain - IEEE Transactions on Information …, 2018 - ieeexplore.ieee.org
Face image quality can be defined as a measure of the utility of a face image to automatic
face recognition. In this paper, we propose (and compare) two methods for learning face …

Face quality estimation and its correlation to demographic and non-demographic bias in face recognition

P Terhörst, JN Kolf, N Damer… - … Joint Conference on …, 2020 - ieeexplore.ieee.org
Face quality assessment aims at estimating the utility of a face image for the purpose of
recognition. It is a key factor to achieve high face recognition performances. Currently, the …

Biometric quality: Review and application to face recognition with faceqnet

J Hernandez-Ortega, J Galbally, J Fiérrez… - arXiv preprint arXiv …, 2020 - arxiv.org
" The output of a computerised system can only be as accurate as the information entered
into it." This rather trivial statement is the basis behind one of the driving concepts in …

SER-FIQ: Unsupervised estimation of face image quality based on stochastic embedding robustness

P Terhorst, JN Kolf, N Damer… - Proceedings of the …, 2020 - openaccess.thecvf.com
Face image quality is an important factor to enable high-performance face recognition
systems. Face quality assessment aims at estimating the suitability of a face image for the …

CR-FIQA: face image quality assessment by learning sample relative classifiability

F Boutros, M Fang, M Klemt, B Fu… - Proceedings of the …, 2023 - openaccess.thecvf.com
Face image quality assessment (FIQA) estimates the utility of the captured image in
achieving reliable and accurate recognition performance. This work proposes a novel FIQA …

SDD-FIQA: Unsupervised face image quality assessment with similarity distribution distance

FZ Ou, X Chen, R Zhang, Y Huang… - Proceedings of the …, 2021 - openaccess.thecvf.com
Abstract In recent years, Face Image Quality Assessment (FIQA) has become an
indispensable part of the face recognition system to guarantee the stability and reliability of …

Faceqnet: Quality assessment for face recognition based on deep learning

J Hernandez-Ortega, J Galbally… - … on Biometrics (ICB), 2019 - ieeexplore.ieee.org
In this paper we develop a Quality Assessment approach for face recognition based on deep
learning. The method consists of a Convolutional Neural Network, FaceQnet, that is used to …

Face image quality assessment based on learning to rank

J Chen, Y Deng, G Bai, G Su - IEEE signal processing letters, 2014 - ieeexplore.ieee.org
Face image quality is an important factor affecting the accuracy of automatic face
recognition. It is usually possible for practical recognition systems to capture multiple face …

Design and evaluation of photometric image quality measures for effective face recognition

A Abaza, MA Harrison, T Bourlai, A Ross - IET Biometrics, 2014 - Wiley Online Library
The performance of an automated face recognition system can be significantly influenced by
face image quality. Designing effective image quality index is necessary in order to provide …