{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,18]],"date-time":"2026-06-18T16:14:59Z","timestamp":1781799299865,"version":"3.54.5"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2020,10,1]],"date-time":"2020-10-01T00:00:00Z","timestamp":1601510400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100011039","name":"Office of the Director of National Intelligence, Intelligence Advanced Research Projects Activity (IARPA), via IARPA Research and Development Contract","doi-asserted-by":"publisher","award":["2017-17020200005"],"award-info":[{"award-number":["2017-17020200005"]}],"id":[{"id":"10.13039\/100011039","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Biom. Behav. Identity Sci."],"published-print":{"date-parts":[[2020,10]]},"DOI":"10.1109\/tbiom.2020.3010312","type":"journal-article","created":{"date-parts":[[2020,7,22]],"date-time":"2020-07-22T20:54:29Z","timestamp":1595451269000},"page":"399-409","source":"Crossref","is-referenced-by-count":93,"title":["Deep Models and Shortwave Infrared Information to Detect Face Presentation Attacks"],"prefix":"10.1109","volume":"2","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-5736-5567","authenticated-orcid":false,"given":"Guillaume","family":"Heusch","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2892-2042","authenticated-orcid":false,"given":"Anjith","family":"George","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2009-5249","authenticated-orcid":false,"given":"David","family":"Geissbuhler","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7369-4857","authenticated-orcid":false,"given":"Zohreh","family":"Mostaani","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Sebastien","family":"Marcel","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2833032"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref33","year":"2017","journal-title":"Information Technology&#x2014;Biometric Presentation Attack Detection&#x2014;Part 3 Testing and Reporting"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46484-8_2"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2885284"},{"key":"ref37","doi-asserted-by":"crossref","first-page":"1895","DOI":"10.21437\/Eurospeech.1997-504","article-title":"The DET curve in assessment of detection task performance","author":"martin","year":"1997","journal-title":"Proc EUROSPEECH"},{"key":"ref36","first-page":"1","article-title":"ArcFace for disguised face recognition","author":"zafeririou","year":"2019","journal-title":"Proc Int Conf Comput Vision Workshops (ICCVW)"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2019.2903860"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/ISBA.2017.7947686"},{"key":"ref10","first-page":"1","article-title":"On the effectiveness of local binary patterns in face anti-spoofing","author":"chingovska","year":"2012","journal-title":"Proc IEEE Int Conf Biometrics Special Interest Group"},{"key":"ref40","first-page":"1","article-title":"Continuously reproducing toolchains in pattern recognition and machine learning experiments","author":"anjos","year":"2017","journal-title":"Proc Int Conf Mach Learn (ICML)"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2400395"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2411394"},{"key":"ref13","author":"yang","year":"2014","journal-title":"Learn convolutional neural network for face anti-spoofing"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2825949"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2017.8272713"},{"key":"ref16","first-page":"83","author":"yi","year":"2014","journal-title":"chapter Face Anti-spoofing Multi-spectral Approach"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.23919\/BIOSIG.2017.8053524"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2016.7550052"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2934867"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1117\/1.JBO.20.3.030901"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2017.0079"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICB45273.2019.8987370"},{"key":"ref3","first-page":"165","author":"chingovska","year":"2016","journal-title":"Face recognition systems under spoofing attacks"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2014.2381273"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/0167-8655(94)90127-9"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698550"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409068"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2017.0089"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.22"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698579"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICASSP.2013.6638076"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2916652"},{"key":"ref22","author":"zhang","year":"2018","journal-title":"Casia-surf A dataset and benchmark for large-scale multi-modal face anti-spoofing"},{"key":"ref21","first-page":"1","article-title":"Recognizing multi-modal face spoofing with face recognition networks","author":"parkin","year":"2019","journal-title":"Proc IEEE Int Conf Comput Vision Pattern Recognit Workshops (CVPRW)"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.1115"},{"key":"ref23","year":"2019","journal-title":"Sensor-Based Food Inspection and Sorting"},{"key":"ref26","article-title":"Design of an active multispectral SWIR camera system for skin detection and face verification","volume":"2016","author":"steiner","year":"2015","journal-title":"J Sensors"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2012.2213813"}],"container-title":["IEEE Transactions on Biometrics, Behavior, and Identity Science"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8423754\/9205179\/09146362.pdf?arnumber=9146362","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,11,4]],"date-time":"2022-11-04T01:16:42Z","timestamp":1667524602000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9146362\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2020,10]]},"references-count":40,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tbiom.2020.3010312","relation":{},"ISSN":["2637-6407"],"issn-type":[{"value":"2637-6407","type":"electronic"}],"subject":[],"published":{"date-parts":[[2020,10]]}}}