About: The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study

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An Entity of Type : schema:ScholarlyArticle, within Data Space : covidontheweb.inria.fr associated with source document(s)

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type	Academic Article research paper schema:ScholarlyArticle
isDefinedBy	Covid-on-the-Web dataset
title	The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study
Creator	Chen, Cong Boutros, Fadi Damer, Naser Grebe, Jonas Kirchbuchner, Florian »more»
source	ArXiv
abstract	Face recognition has become essential in our daily lives as a convenient and contactless method of accurate identity verification. Process such as identity verification at automatic border control gates or the secure login to electronic devices are increasingly dependant on such technologies. The recent COVID-19 pandemic have increased the value of hygienic and contactless identity verification. However, the pandemic led to the wide use of face masks, essential to keep the pandemic under control. The effect of wearing a mask on face recognition in a collaborative environment is currently sensitive yet understudied issue. We address that by presenting a specifically collected database containing three session, each with three different capture instructions, to simulate realistic use cases. We further study the effect of masked face probes on the behaviour of three top-performing face recognition systems, two academic solutions and one commercial off-the-shelf (COTS) system.
has issue date	2020-07-27(xsd:dateTime)
has license	arxiv
sha1sum (hex)	a01b25dee8ccccae1cfc7a354fb4eab5428cae55
resource representing a document's title	The Effect of Wearing a Mask on Face Recognition Performance: an Exploratory Study
resource representing a document's body	covid:a01b25dee8ccccae1cfc7a354fb4eab5428cae55#body_text
is schema:about of	named entity 'face recognition' named entity 'login' named entity 'environment' named entity 'daily' named entity 'IDENTITY' »more»

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