{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,15]],"date-time":"2026-06-15T09:50:17Z","timestamp":1781517017735,"version":"3.54.1"},"reference-count":28,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2021,1,24]]},"DOI":"10.23919\/eusipco47968.2020.9287321","type":"proceedings-article","created":{"date-parts":[[2020,12,18]],"date-time":"2020-12-18T21:54:18Z","timestamp":1608328458000},"page":"835-839","source":"Crossref","is-referenced-by-count":26,"title":["Demographic Bias in Presentation Attack Detection of Iris Recognition Systems"],"prefix":"10.23919","author":[{"given":"Meiling","family":"Fang","sequence":"first","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Naser","family":"Damer","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Florian","family":"Kirchbuchner","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Arjan","family":"Kuijper","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref11","article-title":"The effect of broad and specific demographic homogeneity on the imposter distributions and false match rates in face recognition algorithm performancen","author":"howard","year":"2019","journal-title":"IEEE BTAS"},{"key":"ref12","article-title":"ISO\/IEC DIS 30107-1:2016: Information Technology &#x2013; Biometric presentation attack detection &#x2013; P. 1: Framework","year":"2017"},{"key":"ref13","article-title":"ISO\/IEC DIS 30107-3:2016: Information Technology &#x2013; Biometric presentation attack detection &#x2013; P. 3: Testing and reporting","year":"2017"},{"key":"ref14","article-title":"ISO\/IEC 19795-1:2006: Information Technology &#x2013; Biometric Performance Testing and Reporting - Part 1: Principles and Framework","year":"2006"},{"key":"ref15","article-title":"ISO\/IEC 2382-37:2017: Information Technology &#x2013; Vocabulary - Part 37: Biometrics, 2nd ed","year":"2017"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2019.11.004"},{"key":"ref17","doi-asserted-by":"crossref","first-page":"1672","DOI":"10.1109\/ACCESS.2015.2477470","article-title":"Robust detection of textured contact lenses in iris recognition using BSIF","volume":"3","author":"d","year":"2015","journal-title":"IEEE Access"},{"key":"ref18","first-page":"1","article-title":"Variation in accuracy of textured contact lens detection based on sensor and lens pattern","author":"d","year":"2013","journal-title":"IEEE BTAS 2013"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2214212"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.1040"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2480381"},{"key":"ref27","article-title":"Racial faces in-the-wild: Reducing racial bias by deep unsupervised domain adaptation","author":"wang","year":"2018","journal-title":"CoRR"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2017\/654"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.23919\/FUSION45008.2020.9190424"},{"key":"ref5","article-title":"Demographic bias in biometrics: A survey on an emerging challenge","author":"drozdowski","year":"2020","journal-title":"CoRR"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2014.296"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2916652"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1145\/3232849"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00213"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/BF00994018"},{"key":"ref20","article-title":"An experimental evaluation of covariates effects on unconstrained face verification","author":"lu","year":"2018","journal-title":"CoRR"},{"key":"ref22","doi-asserted-by":"crossref","DOI":"10.1007\/978-3-319-92627-8","author":"marcel","year":"2019","journal-title":"Handbook of Biometric Anti-Spoofing - Presentation Attack Detection Second Edition"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1145\/3345336.3345341"},{"key":"ref24","article-title":"Very deep convolutional networks for large-scale image recognition","author":"simonyan","year":"2015","journal-title":"ICLR 2015"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01026"},{"key":"ref26","first-page":"1","article-title":"The harms of demographic bias in deep face recognition research","author":"vicente-garcia","year":"2019","journal-title":"2019 International Conference on Biometrics ICB 2019"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2020.11.007"}],"event":{"name":"2020 28th European Signal Processing Conference (EUSIPCO)","location":"Amsterdam, Netherlands","start":{"date-parts":[[2021,1,18]]},"end":{"date-parts":[[2021,1,21]]}},"container-title":["2020 28th European Signal Processing Conference (EUSIPCO)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9287308\/9287310\/09287321.pdf?arnumber=9287321","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,25]],"date-time":"2022-01-25T23:20:07Z","timestamp":1643152807000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9287321\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021,1,24]]},"references-count":28,"URL":"https:\/\/doi.org\/10.23919\/eusipco47968.2020.9287321","relation":{},"subject":[],"published":{"date-parts":[[2021,1,24]]}}}