{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,9]],"date-time":"2026-04-09T00:41:20Z","timestamp":1775695280803,"version":"3.50.1"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,1,1]],"date-time":"2025-01-01T00:00:00Z","timestamp":1735689600000},"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":["62306061"],"award-info":[{"award-number":["62306061"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangdong Research Team for Communication and Sensing Integrated with Intelligent Computing","award":["2024KCXTD047"],"award-info":[{"award-number":["2024KCXTD047"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2025]]},"DOI":"10.1109\/tim.2025.3545182","type":"journal-article","created":{"date-parts":[[2025,2,26]],"date-time":"2025-02-26T18:53:15Z","timestamp":1740595995000},"page":"1-11","source":"Crossref","is-referenced-by-count":3,"title":["Semi-rPPG: Semi-Supervised Remote Physiological Measurement With Curriculum Pseudo-Labeling"],"prefix":"10.1109","volume":"74","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-8180-3002","authenticated-orcid":false,"given":"Bingjie","family":"Wu","sequence":"first","affiliation":[{"name":"Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0422-6616","authenticated-orcid":false,"given":"Zitong","family":"Yu","sequence":"additional","affiliation":[{"name":"School of Computing and Information Technology, Great Bay University, Dongguan, China"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0327-2981","authenticated-orcid":false,"given":"Yiping","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Computing and Information Technology, Great Bay University, Dongguan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9770-8923","authenticated-orcid":false,"given":"Wei","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0009-0003-5651-5361","authenticated-orcid":false,"given":"Chaoqi","family":"Luo","sequence":"additional","affiliation":[{"name":"School of Computing and Information Technology, Great Bay University, Dongguan, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-1590-2029","authenticated-orcid":false,"given":"Yong","family":"Liu","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9116-1595","authenticated-orcid":false,"given":"Rick Siow Mong","family":"Goh","sequence":"additional","affiliation":[{"name":"Institute of High Performance Computing (IHPC), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2021.3106285"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/ICME.2015.7177484"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TCDS.2021.3062370"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3109398"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3287243"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3058983"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3165827"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00423"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3224534"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/bsn56160.2022.9928509"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00271"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2023.120135"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2019.2926632"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-20873-8_36"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/ROMAN.2014.6926392"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.10.017"},{"key":"ref17","article-title":"A reproducible study on remote heart rate measurement","author":"Heusch","year":"2017","journal-title":"arXiv:1709.00962"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20071-7_38"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2013.2266196"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TBME.2016.2609282"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3411135"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00998"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00024"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-023-01758-1"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20143"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19775-8_29"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00396"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01390"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2024.3363660"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3217867"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2947204"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58536-5_18"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00415"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/FG52635.2021.9666996"},{"key":"ref35","first-page":"277","article-title":"Remote photoplethysmograph signal measurement from facial videos using spatio-temporal networks","volume-title":"Proc. Brit. Mach. Vis. Conf.","author":"Yu"},{"key":"ref36","article-title":"Mean teachers are better role models: Weight-averaged consistency targets improve semi-supervised deep learning results","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Tarvainen"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i2.20019"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00811"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00115"},{"key":"ref40","article-title":"Pseudo-label correction and learning for semi-supervised object detection","author":"He","year":"2023","journal-title":"arXiv:2303.02998"},{"key":"ref41","first-page":"596","article-title":"FixMatch: Simplifying semi-supervised learning with consistency and confidence","volume-title":"Proc. Adv. Neural Inf. Process. Syst. (NIPS)","volume":"33","author":"Sohn"},{"key":"ref42","first-page":"18408","article-title":"FlexMatch: Boosting semi-supervised learning with curriculum pseudo labeling","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"34","author":"Zhang"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/SMARTCOMP58114.2023.00021"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01882"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICISCE.2017.95"},{"key":"ref46","article-title":"Decoupled weight decay regularization","author":"Loshchilov","year":"2017","journal-title":"arXiv:1711.05101"},{"key":"ref47","article-title":"Self-training: A survey","author":"Amini","year":"2022","journal-title":"arXiv:2202.12040"},{"key":"ref48","article-title":"RPPG-toolbox: Deep remote PPG toolbox","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"36","author":"Liu"},{"key":"ref49","first-page":"19400","article-title":"Multi-task temporal shift attention networks for on-device contactless vitals measurement","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Liu"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01216-8_22"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/19\/10764799\/10904861.pdf?arnumber=10904861","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,3,7]],"date-time":"2025-03-07T05:41:35Z","timestamp":1741326095000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10904861\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/tim.2025.3545182","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025]]}}}