{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,11,13]],"date-time":"2025-11-13T22:02:19Z","timestamp":1763071339399,"version":"3.33.0"},"reference-count":71,"publisher":"IEEE","license":[{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2024,12,15]],"date-time":"2024-12-15T00:00:00Z","timestamp":1734220800000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2024,12,15]]},"DOI":"10.1109\/bigdata62323.2024.10825632","type":"proceedings-article","created":{"date-parts":[[2025,1,16]],"date-time":"2025-01-16T18:31:23Z","timestamp":1737052283000},"page":"1114-1123","source":"Crossref","is-referenced-by-count":3,"title":["Real-Time Finger-Video Analysis for Accurate Identity Verification in Mobile Devices"],"prefix":"10.1109","author":[{"given":"Sulabh","family":"Shrestha","sequence":"first","affiliation":[{"name":"George Mason University,Department of Computer Science,Virginia,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Emanuela","family":"Marasco","sequence":"additional","affiliation":[{"name":"George Mason University,Center for Secure Information Systems,Virginia,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Babek H.","family":"Norouzlou","sequence":"additional","affiliation":[{"name":"George Mason University,Center for Secure Information Systems,Virginia,USA"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-61255-9_14"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1093\/jamia\/ocae030"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00676"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TLA.2023.10130837"},{"key":"ref5","first-page":"26671","article-title":"Contrastive and non-contrastive self-supervised learning recover global and local spectral embedding methods","volume":"35","author":"Balestriero","year":"2022","journal-title":"Advances in Neural Information Processing Systems"},{"article-title":"Vicreg: Variance-invariance-covariance regularization for self-supervised learning","volume-title":"ICLR","author":"Bardes","key":"ref6"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/S1566-2535(02)00089-1"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2102.05095"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698539"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CCST.2017.8167859"},{"key":"ref11","first-page":"1597","article-title":"A simple framework for contrastive learning of visual representations","volume-title":"Proceedings of the 37th International Conference on Machine Learning, volume 119 of Proceedings of Machine Learning Research","author":"Chen"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2018.00093"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00360"},{"article-title":"Matching Fingerphotos to Slap Fingerprint Images","year":"2018","author":"Deb","key":"ref14"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2017.12.004"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3134867"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00975"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/34.709565"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00140"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2021.3115465"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WIFS53200.2021.9648393"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2992393"},{"issue":"1","key":"ref25","article-title":"Siamese neural networks for one-shot image recognition","volume-title":"ICML deep learning workshop","volume":"2","author":"Koch"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2023.08.006"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/SURV.2012.013012.00028"},{"issue":"5","key":"ref28","article-title":"Vibcreg: Variance-invariance-better-covariance regularization for self-supervised learning on time series","volume":"2","author":"Lee","year":"2021"},{"key":"ref29","first-page":"309","article-title":"Predicting what you already know helps: Provable self-supervised learning","volume":"34","author":"Lee","year":"2021","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TAI.2022.3207112"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW60836.2024.00066"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2018.05.004"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.324"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01170"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00986"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2020.2999850"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IWBF57495.2023.10156919"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1145\/2617756"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/BigData52589.2021.9672054"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.3390\/app122211409"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.11591\/ijai.v11.i1.pp65-80"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/ICB2018.2018.00013"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.2196\/19623"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.278"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1186\/s13640-021-00548-4"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.3390\/s130911660"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.09.005"},{"key":"ref48","first-page":"37","article-title":"Information fusion in biometrics","author":"Ross","year":"2006","journal-title":"Handbook of Multibiometrics"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2691658"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/ICB2018.2018.00017"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-022-13248-6"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00409"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2014.6996300"},{"key":"ref54","first-page":"5628","article-title":"A theoretical analysis of contrastive unsupervised representation learning","volume-title":"International Conference on Machine Learning","author":"Saunshi"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/WACVW60836.2024.00072"},{"key":"ref56","article-title":"An information theory perspective on variance-invariance-covariance regularization","volume":"36","author":"Shwartz-Ziv","year":"2024","journal-title":"Advances in Neural Information Processing Systems"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2018.12.003"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1016\/0734-189X(85)90016-7"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2021.3076307"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2017.02.012"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/mprv.2012.54"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1145\/1390156.1390294"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP51287.2024.10648169"},{"volume-title":"Pytorch image models","year":"2019","author":"Wightman","key":"ref65"},{"article-title":"Resnet strikes back: An improved training procedure in timm","volume-title":"NeurIPS 2021 Workshop on ImageNet: Past, Present, and Future","author":"Wightman","key":"ref66"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.17512\/jamcm.2017.2.14"},{"key":"ref68","article-title":"Scaling SGD batch size to 32k for imagenet training","volume":"abs\/1708.03888","author":"You","year":"2017","journal-title":"CoRR"},{"key":"ref69","first-page":"12310","article-title":"Barlow twins: Self-supervised learning via redundancy reduction","volume-title":"Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event, volume 139 of Proceedings of Machine Learning Research","author":"Zbontar"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.76"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1186\/s13321-023-00744-6"}],"event":{"name":"2024 IEEE International Conference on Big Data (BigData)","start":{"date-parts":[[2024,12,15]]},"location":"Washington, DC, USA","end":{"date-parts":[[2024,12,18]]}},"container-title":["2024 IEEE International Conference on Big Data (BigData)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/10824975\/10824942\/10825632.pdf?arnumber=10825632","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,17]],"date-time":"2025-01-17T07:47:42Z","timestamp":1737100062000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10825632\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2024,12,15]]},"references-count":71,"URL":"https:\/\/doi.org\/10.1109\/bigdata62323.2024.10825632","relation":{},"subject":[],"published":{"date-parts":[[2024,12,15]]}}}