{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,21]],"date-time":"2026-07-21T04:19:12Z","timestamp":1784607552376,"version":"3.55.0"},"reference-count":75,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"1","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001475","name":"NTU Presidential Postdoctoral Fellowship, \u201cAdaptive Multimodal Learning for Robust Sensing and Recognition in Smart Cities\u201d Project Fund, Nanyang Technological University, Singapore","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001475","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Internet Things J."],"published-print":{"date-parts":[[2023,1,1]]},"DOI":"10.1109\/jiot.2022.3203559","type":"journal-article","created":{"date-parts":[[2022,9,12]],"date-time":"2022-09-12T19:55:42Z","timestamp":1663012542000},"page":"625-636","source":"Crossref","is-referenced-by-count":63,"title":["GaitFi: Robust Device-Free Human Identification via WiFi and Vision Multimodal Learning"],"prefix":"10.1109","volume":"10","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4137-6074","authenticated-orcid":false,"given":"Lang","family":"Deng","sequence":"first","affiliation":[{"name":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8075-0439","authenticated-orcid":false,"given":"Jianfei","family":"Yang","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shenghai","family":"Yuan","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-8063-5211","authenticated-orcid":false,"given":"Han","family":"Zou","sequence":"additional","affiliation":[{"name":"Department of Electrical Engineering and Computer Sciences, University of California at Berkeley, Berkeley, CA, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3733-4480","authenticated-orcid":false,"given":"Chris Xiaoxuan","family":"Lu","sequence":"additional","affiliation":[{"name":"School of Informatics, University of Edinburgh, EH8 9AB, U.K."}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7137-4136","authenticated-orcid":false,"given":"Lihua","family":"Xie","sequence":"additional","affiliation":[{"name":"School of Electrical and Electronics Engineering, Nanyang Technological University, Jurong West, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ICEEOT.2016.7754900"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2016.02.001"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/SIBGRAPI.2018.00067"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW54120.2021.00168"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-68533-5_1"},{"key":"ref6","article-title":"Trait of gait: A survey on gait biometrics","author":"Isaac","year":"2019","journal-title":"arXiv:1903.10744"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s10586-018-1830-y"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v32i1.11497"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2021.103052"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2816812"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/WCNCW.2018.8368980"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1145\/3340293"},{"key":"ref13","article-title":"Attention-based dual-stream vision transformer for radar gait recognition","author":"Chen","year":"2021","journal-title":"arXiv:2111.12290"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2016.2595331"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1145\/2971648.2971670"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3139958"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1145\/2789168.2790124"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1162\/neco_a_01199"},{"key":"ref19","article-title":"Deep learning and its applications to WiFi human sensing: A benchmark and a tutorial","author":"Yang","year":"2022","journal-title":"arXiv:2207.07859"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/SECONW.2017.8011040"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.enbuild.2018.06.040"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8255034"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICC.2018.8422895"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/ICMLA.2017.0-148"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00056"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TVT.2018.2833388"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3080401"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2022.3156099"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCA54724.2022.9831898"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/WF-IoT54382.2022.10152057"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/ICCCN.2018.8487345"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2019.2941527"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCA.2018.8444331"},{"key":"ref34","article-title":"RobustSense: Defending adversarial attack for secure device-free human activity recognition","author":"Yang","year":"2022","journal-title":"arXiv:2204.01560"},{"key":"ref35","article-title":"AutoFi: Towards automatic WiFi human sensing via geometric self-supervised learning","author":"Yang","year":"2022","journal-title":"arXiv:2205.01629"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/DCOSS.2016.30"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IPSN.2016.7460727"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/GLOCOM.2017.8254429"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2021.3078782"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3758\/BF03212378"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2003.1251144"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2006.38"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2015.08.011"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2017.2760835"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2545669"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2018.2844819"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-69923-3_51"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33018126"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01438"},{"key":"ref50","first-page":"1","article-title":"Multimodal deep learning","volume-title":"Proc. ICML","author":"Ngiam"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2016.05.004"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1117\/12.606093"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2569061"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/3468.798073"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.12.003"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v33i01.33015997"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1002\/cpe.6276"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.06.006"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/WCNC.2018.8377133"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1145\/2543581.2543592"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2018.2849655"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1145\/2639108.2639139"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/TSP.2016.2614793"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2021.0121103"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-021-00444-8"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2973272"},{"key":"ref69","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Ioffe"},{"key":"ref70","article-title":"In defense of the triplet loss for person re-identification","author":"Hermans","year":"2017","journal-title":"arXiv:1703.07737"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/TIT.1981.1056373"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1186\/s41074-018-0039-6"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.09.111"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/TNSE.2018.2825144"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/JIOT.2020.2976762"}],"container-title":["IEEE Internet of Things Journal"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/6488907\/9997152\/09887951.pdf?arnumber=9887951","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,1,22]],"date-time":"2024-01-22T21:10:37Z","timestamp":1705957837000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9887951\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,1,1]]},"references-count":75,"journal-issue":{"issue":"1"},"URL":"https:\/\/doi.org\/10.1109\/jiot.2022.3203559","relation":{},"ISSN":["2327-4662","2372-2541"],"issn-type":[{"value":"2327-4662","type":"electronic"},{"value":"2372-2541","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023,1,1]]}}}