{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,28]],"date-time":"2026-04-28T21:33:04Z","timestamp":1777411984632,"version":"3.51.4"},"reference-count":73,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"12","license":[{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,1]],"date-time":"2024-12-01T00:00:00Z","timestamp":1733011200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62372480"],"award-info":[{"award-number":["62372480"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62071210"],"award-info":[{"award-number":["62071210"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"National Key Research and Development Program of China","award":["2023YFC2415400"],"award-info":[{"award-number":["2023YFC2415400"]}]},{"DOI":"10.13039\/501100021171","name":"Basic and Applied Basic Research Foundation of Guangdong Province","doi-asserted-by":"publisher","award":["2023A1515012839"],"award-info":[{"award-number":["2023A1515012839"]}],"id":[{"id":"10.13039\/501100021171","id-type":"DOI","asserted-by":"publisher"}]},{"name":"China Computer Federation -Tencent Rhino-Bird Open Research Fund","award":["CCF-Tencent"],"award-info":[{"award-number":["CCF-Tencent"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Circuits Syst. Video Technol."],"published-print":{"date-parts":[[2024,12]]},"DOI":"10.1109\/tcsvt.2024.3451294","type":"journal-article","created":{"date-parts":[[2024,8,28]],"date-time":"2024-08-28T19:07:47Z","timestamp":1724872067000},"page":"13177-13189","source":"Crossref","is-referenced-by-count":7,"title":["Dual Teacher Knowledge Distillation With Domain Alignment for Face Anti-Spoofing"],"prefix":"10.1109","volume":"34","author":[{"given":"Zhe","family":"Kong","sequence":"first","affiliation":[{"name":"School of Cyber Science and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9107-4272","authenticated-orcid":false,"given":"Wentian","family":"Zhang","sequence":"additional","affiliation":[{"name":"College of Computer Science and Software Engineering, Shenzhen University, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-0202-0174","authenticated-orcid":false,"given":"Tao","family":"Wang","sequence":"additional","affiliation":[{"name":"State Key Laboratory for Novel Software Technology, Nanjing University, Nanjing, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4317-660X","authenticated-orcid":false,"given":"Kaihao","family":"Zhang","sequence":"additional","affiliation":[{"name":"Harbin Institute of Technology, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8076-2619","authenticated-orcid":false,"given":"Yuexiang","family":"Li","sequence":"additional","affiliation":[{"name":"Life Sciences Institute, Guangxi Medical University, Guangxi, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7549-6560","authenticated-orcid":false,"given":"Xiaoying","family":"Tang","sequence":"additional","affiliation":[{"name":"Department of Electronic and Electrical Engineering, Southern University of Science and Technology, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-5697-4168","authenticated-orcid":false,"given":"Wenhan","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Cyber Science and Technology, Sun Yat-sen University, Shenzhen Campus, Shenzhen, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6612981"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6612955"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2578288"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2630740"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00671"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00534"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB.2011.6117510"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2400395"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00048"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00409"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.01026"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6866"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v34i07.6873"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19778-9_14"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02353"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01888"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3178723"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00851"},{"key":"ref20","first-page":"1180","article-title":"Unsupervised domain adaptation by backpropagation","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ganin"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20065-6_24"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1503.02531"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3197058"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01270-0_34"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46478-7_6"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58571-6_33"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00362"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2021.3133620"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2020.3046505"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3036338"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58523-5_24"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58529-7_38"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16199"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3091167"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i4.16379"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3243229"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01964"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2023.3235581"},{"key":"ref39","article-title":"Intriguing properties of neural networks","author":"Szegedy","year":"2013","journal-title":"arXiv:1312.6199"},{"key":"ref40","article-title":"Towards deep learning models resistant to adversarial attacks","author":"Madry","year":"2017","journal-title":"arXiv:1706.06083"},{"key":"ref41","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014","journal-title":"arXiv:1412.6572"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/SP.2017.49"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00957"},{"key":"ref44","article-title":"Paying more attention to attention: Improving the performance of convolutional neural networks via attention transfer","author":"Zagoruyko","year":"2016","journal-title":"arXiv:1612.03928"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00409"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00145"},{"key":"ref47","article-title":"FitNets: Hints for thin deep nets","author":"Romero","year":"2014","journal-title":"arXiv:1412.6550"},{"key":"ref48","article-title":"Contrastive representation distillation","author":"Tian","year":"2019","journal-title":"arXiv:1910.10699"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3267115"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3234037"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00201"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2020.3001719"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2022.3178240"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02002-0"},{"key":"ref55","article-title":"An image is worth 16\u00d716 words: Transformers for image recognition at scale","author":"Dosovitskiy","year":"2020","journal-title":"arXiv:2010.11929"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00264"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.01172"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00905"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2021.3070203"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.77"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2012.6199754"},{"key":"ref62","first-page":"1","article-title":"On the effectiveness of local binary patterns in face anti-spoofing","volume-title":"Proc. Int. Conf. Biometrics Special Interest Group (BIOSIG)","author":"Chingovska"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58610-2_5"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2603342"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00916"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.24963\/ijcai.2021\/120"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475284"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1145\/3474085.3475279"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20065-6_20"},{"key":"ref71","article-title":"Robust face anti-spoofing with dual probabilistic modeling","author":"Zhang","year":"2022","journal-title":"arXiv:2204.12685"},{"issue":"11","key":"ref72","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"Van der Maaten","year":"2008","journal-title":"J. Mach. Learn. Res."},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.74"}],"container-title":["IEEE Transactions on Circuits and Systems for Video Technology"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/76\/10811783\/10654388.pdf?arnumber=10654388","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,15]],"date-time":"2025-01-15T20:22:14Z","timestamp":1736972534000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10654388\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12]]},"references-count":73,"journal-issue":{"issue":"12"},"URL":"https:\/\/doi.org\/10.1109\/tcsvt.2024.3451294","relation":{},"ISSN":["1051-8215","1558-2205"],"issn-type":[{"value":"1051-8215","type":"print"},{"value":"1558-2205","type":"electronic"}],"subject":[],"published":{"date-parts":[[2024,12]]}}}