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FaceQvec: Vector Quality Assessment for Face Biometrics based on ISO Compliance
[article]
2021
arXiv
pre-print
Preserved Fulltext
In this paper we develop FaceQvec, a software component for estimating the conformity of facial images with each of the points contemplated in the ISO/IEC 19794-5, a quality standard that defines general ...
The evaluation results demonstrate the accuracy of the individual tests for checking compliance with ISO/IEC 19794-5. FaceQvec is available online (https://github.com/uam-biometrics/FaceQvec). ...
In this paper we: i) present FaceQvec, a new face quality assessment software based on a collection of 25 individual tests designed to check image compliance with the ISO/IEC 19794-5 standard, ii) include ...
arXiv:2111.02078v1
fatcat:ahqiht72hnfjlm3cvqwdru67uu
Biometric Quality: Review and Application to Face Recognition with FaceQnet
[article]
2021
arXiv
pre-print
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FaceQnet is a novel open-source face quality assessment tool, inspired and powered by deep learning technology, which assigns a scalar quality measure to facial images, as prediction of their recognition ...
After a gentle introduction to the general topic of biometric quality and a review of past efforts in face quality metrics, in the present work, we address the need for better face quality metrics by developing ...
This technical report is based on the ISO/IEC 19794-5:2005 and ISO/IEC 19794-5:2011 [28] , and is now part of the ISO/IEC 39794-5 [29] . ...
arXiv:2006.03298v3
fatcat:nyh43d4hwrdmdoeuyo4rlghojq
Face Image Quality Assessment: A Literature Survey
[article]
2021
arXiv
pre-print
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Besides image selection, face image quality assessment can also be used in a variety of other application scenarios, which are discussed herein. ...
This survey provides an overview of the face image quality assessment literature, which predominantly focuses on visible wavelength face image input. ...
[17] introduced the "BioLab-ICAO" framework for ISO/ICAO-compliance assessment, comprising a database, a testing protocol, and a set of 30 FIQAAs for requirements derived from ISO/IEC 19794-5:2005 ...
arXiv:2009.01103v3
fatcat:ilhbi4vwgfg3ld2wynty5aqjzq
Face Image Quality Assessment: A Literature Survey
2022
ACM Computing Surveys
Preserved Fulltext
A copy of this work was available on the public web and has been preserved in the Wayback Machine. The capture dates from 2022; you can also visit the original URL.
The file type is application/pdf.
Besides image selection, face image quality assessment can also be used in a variety of other application scenarios, which are discussed herein. ...
This survey provides an overview of the face image quality assessment literature, which predominantly focuses on visible wavelength face image input. ...
-5:2011 [86] , ISO/IEC 19794-5:2005 [160] and ICAO Doc 9303 [159] . ...
doi:10.1145/3507901
fatcat:xvs67qamgbbdtjydzekinnq62u