{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,7]],"date-time":"2026-07-07T15:54:02Z","timestamp":1783439642255,"version":"3.54.6"},"reference-count":54,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key Research and Development Plan","award":["2021YFF0602103"],"award-info":[{"award-number":["2021YFF0602103"]}]},{"DOI":"10.13039\/501100002367","name":"External Cooperation Key Project of Chinese Academy Sciences","doi-asserted-by":"publisher","award":["173211KYSB20200002"],"award-info":[{"award-number":["173211KYSB20200002"]}],"id":[{"id":"10.13039\/501100002367","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Chinese National Natural Science Foundation","doi-asserted-by":"publisher","award":["618761791"],"award-info":[{"award-number":["618761791"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"Chinese National Natural Science Foundation","doi-asserted-by":"publisher","award":["61961160704"],"award-info":[{"award-number":["61961160704"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Science and Technology Development Fund of Macau under Project","award":["0070\/2020\/AMJ"],"award-info":[{"award-number":["0070\/2020\/AMJ"]}]},{"name":"Open Research Projects of Zhejiang Laboratory","award":["2021KH0AB07"],"award-info":[{"award-number":["2021KH0AB07"]}]},{"name":"Spanish Project","award":["PID2019-105093GB-I00"],"award-info":[{"award-number":["PID2019-105093GB-I00"]}]},{"name":"Instituci\u00f3n Catalana de Investigaci\u00f3n y Estudios Avanzados (ICREA) under the ICREA Academia Program"},{"name":"InnoHK Program"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2022]]},"DOI":"10.1109\/tifs.2022.3188149","type":"journal-article","created":{"date-parts":[[2022,7,4]],"date-time":"2022-07-04T19:49:59Z","timestamp":1656964199000},"page":"2497-2507","source":"Crossref","is-referenced-by-count":117,"title":["Contrastive Context-Aware Learning for 3D High-Fidelity Mask Face Presentation Attack Detection"],"prefix":"10.1109","volume":"17","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7788-9368","authenticated-orcid":false,"given":"Ajian","family":"Liu","sequence":"first","affiliation":[{"name":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Chenxu","family":"Zhao","sequence":"additional","affiliation":[{"name":"Mininglamp Academy of Sciences, Mininglamp Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6505-3304","authenticated-orcid":false,"given":"Zitong","family":"Yu","sequence":"additional","affiliation":[{"name":"Faculty of Information Technology and Electrical Engineering, University of Oulu, Oulu, Finland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4735-2885","authenticated-orcid":false,"given":"Jun","family":"Wan","sequence":"additional","affiliation":[{"name":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Anyang","family":"Su","sequence":"additional","affiliation":[{"name":"Mininglamp Academy of Sciences, Mininglamp Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Xing","family":"Liu","sequence":"additional","affiliation":[{"name":"Mininglamp Academy of Sciences, Mininglamp Technology, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Zichang","family":"Tan","sequence":"additional","affiliation":[{"name":"Baidu Research and National Engineering Laboratory for Deep Learning Technology and Application, Institute of Deep Learning, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0617-8873","authenticated-orcid":false,"given":"Sergio","family":"Escalera","sequence":"additional","affiliation":[{"name":"Computer Vision Centre (CVC), Universitat de Barcelona (UB), Barcelona, Spain"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6801-0510","authenticated-orcid":false,"given":"Junliang","family":"Xing","sequence":"additional","affiliation":[{"name":"Department of Computer Science and Technology, Tsinghua University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5780-8540","authenticated-orcid":false,"given":"Yanyan","family":"Liang","sequence":"additional","affiliation":[{"name":"Faculty of Innovation Engineering, Macau University of Science and Technology (MUST), Av. Wai Long, Macau, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9583-0055","authenticated-orcid":false,"given":"Guodong","family":"Guo","sequence":"additional","affiliation":[{"name":"Baidu Research and National Engineering Laboratory for Deep Learning Technology and Application, Institute of Deep Learning, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0791-189X","authenticated-orcid":false,"given":"Zhen","family":"Lei","sequence":"additional","affiliation":[{"name":"National Laboratory of Pattern Recognition (NLPR), Institute of Automation, Chinese Academy of Sciences (CASIA), Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Stan Z.","family":"Li","sequence":"additional","affiliation":[{"name":"AI Lab, School of Engineer, Westlake University, Hangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Du","family":"Zhang","sequence":"additional","affiliation":[{"name":"Faculty of Innovation Engineering, Macau University of Science and Technology (MUST), Av. Wai Long, Macau, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2012.6199754"},{"key":"ref2","first-page":"1","article-title":"On the effectiveness of local binary patterns in face anti-spoofing","volume-title":"Proc. BIOSIG","author":"Chingovska"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2013.6712688"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00048"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICB45273.2019.8987370"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58571-6_33"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58529-7_38"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58523-5_24"},{"key":"ref9","article-title":"Few-shot domain expansion for face anti-spoofing","author":"Yang","year":"2021","journal-title":"arXiv:2106.14162"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16199"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.77"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00101"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_5"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2013.6712688"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2801312"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00481"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2916652"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2020.3010312"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2014.06.003"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2016.7550052"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01270-0_34"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3036338"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00779"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2016.7900300"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2016.193"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2014.0075"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2676720"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.40"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.23919\/BIOSIG.2017.8053524"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.107032"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2020.3044986"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1145\/3345336.3345345"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3050060"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_6"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-31654-9_15"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.05.017"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICB45273.2019.8987254"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref40","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"Proc. ICML","author":"Chen"},{"key":"ref41","first-page":"21271","article-title":"Bootstrap your own latent\u2014A new approach to self-supervised learning","volume-title":"Proc. NeurIPS","author":"Grill"},{"key":"ref42","article-title":"Exploring simple Siamese representation learning","author":"Chen","year":"2020","journal-title":"arXiv:2011.10566"},{"key":"ref43","article-title":"Supervised contrastive learning","author":"Khosla","year":"2020","journal-title":"arXiv:2004.11362"},{"key":"ref44","first-page":"1755","article-title":"Dlib-ml: A machine learning toolkit","volume":"10","author":"King","year":"2009","journal-title":"J. Mach. Learn. Res."},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3478324"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00232"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.140"},{"key":"ref49","volume-title":"ISO\/IEC JTC 1\/SC 37 Biometrics: Information Technology Biometric Presentation Attack Detection Part 1: Framework","year":"2016"},{"key":"ref50","first-page":"1","article-title":"A statistical significance test for person authentication","volume-title":"Proc. Odyssey, Speaker Lang. Recognit. Workshop","author":"Bengio"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00534"},{"key":"ref52","first-page":"1","article-title":"An image is worth $16\\times16$\n words: Transformers for image recognition at scale","volume-title":"Proc. ICLR","author":"Dosovitskiy"},{"key":"ref53","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. ICML","author":"Ioffe"},{"issue":"11","key":"ref54","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/9652463\/09813717.pdf?arnumber=9813717","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,2,1]],"date-time":"2024-02-01T03:33:58Z","timestamp":1706758438000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9813717\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"references-count":54,"URL":"https:\/\/doi.org\/10.1109\/tifs.2022.3188149","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022]]}}}