{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,17]],"date-time":"2026-07-17T15:14:33Z","timestamp":1784301273074,"version":"3.55.0"},"reference-count":70,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"5","license":[{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2025,5,1]],"date-time":"2025-05-01T00:00:00Z","timestamp":1746057600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100012166","name":"National Key Research and Development Program of China","doi-asserted-by":"publisher","award":["2021YFE0110500"],"award-info":[{"award-number":["2021YFE0110500"]}],"id":[{"id":"10.13039\/501100012166","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62202499"],"award-info":[{"award-number":["62202499"]}],"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":["62062021"],"award-info":[{"award-number":["62062021"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Beijing Natural Science Foundation","award":["L231012"],"award-info":[{"award-number":["L231012"]}]},{"DOI":"10.13039\/501100004735","name":"Natural Science Foundation of Hunan Province","doi-asserted-by":"publisher","award":["2022JJ40632"],"award-info":[{"award-number":["2022JJ40632"]}],"id":[{"id":"10.13039\/501100004735","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Neural Netw. Learning Syst."],"published-print":{"date-parts":[[2025,5]]},"DOI":"10.1109\/tnnls.2024.3420818","type":"journal-article","created":{"date-parts":[[2024,7,29]],"date-time":"2024-07-29T15:41:32Z","timestamp":1722267692000},"page":"7903-7917","source":"Crossref","is-referenced-by-count":23,"title":["Low-Shot Unsupervised Visual Anomaly Detection via Sparse Feature Representation"],"prefix":"10.1109","volume":"36","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5739-7131","authenticated-orcid":false,"given":"Fanghui","family":"Zhang","sequence":"first","affiliation":[{"name":"School of Artificial Intelligence, Henan University, Zhengzhou, Henan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3177-8195","authenticated-orcid":false,"given":"Haiyue","family":"Zhu","sequence":"additional","affiliation":[{"name":"Adaptive Robotics and Mechatronics Group, Singapore Institute of Manufacturing Technology (SIMTech), Agency for Science, Technology and Research (A*STAR), Fusionopolis, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6255-9422","authenticated-orcid":false,"given":"Yigang","family":"Cen","sequence":"additional","affiliation":[{"name":"Institute of Information Science, Beijing Jiaotong University, Beijing, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shichao","family":"Kan","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, Central South University, Changsha, Hunan, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Linna","family":"Zhang","sequence":"additional","affiliation":[{"name":"School of Mechanical Engineering, Guizhou University, Guiyang, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2649-9893","authenticated-orcid":false,"given":"Prahlad","family":"Vadakkepat","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, National University of Singapore, Cluny Road, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2785-516X","authenticated-orcid":false,"given":"Tong Heng","family":"Lee","sequence":"additional","affiliation":[{"name":"Department of Electrical and Computer Engineering, National University of Singapore, Cluny Road, Singapore"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2016.2641472"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00982"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3107586"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW60793.2023.00106"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.5220\/0010865000003124"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-59050-9_12"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.media.2019.01.010"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3101403"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00057"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107355"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2019.2929931"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2020.3039899"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.5220\/0007364500002108"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3221486"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3196436"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2795178"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2018.2886031"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/tim.2022.3196133"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3122179"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2959741"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3038413"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3132928"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2020.107706"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-06430-2_33"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2022.3175611"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00032"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00179"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CASE49439.2021.9551267"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3142326"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IJCNN52387.2021.9534399"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.5244\/C.35.349"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00424"},{"key":"ref34","article-title":"Sub-image anomaly detection with deep pyramid correspondences","author":"Cohen","year":"2020","journal-title":"arXiv:2005.02357"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01392"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108874"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00951"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00195"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00188"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/WACV51458.2022.00189"},{"key":"ref41","article-title":"FastFlow: Unsupervised anomaly detection and localization via 2D normalizing flows","author":"Yu","year":"2021","journal-title":"arXiv:2111.07677"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2022.108792"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2023.3240195"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/tcsvt.2023.3237562"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00838"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20053-3_18"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/cvpr52729.2023.01878"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2020.11.018"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/ICME52920.2022.9859925"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3182385"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/TIE.2021.3094452"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58520-4_29"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-68799-1_35"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2022.3218587"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s10845-019-01476-x"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2021.103459"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-022-01578-9"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20056-4_23"},{"key":"ref59","article-title":"Learning multiple layers of features from tiny images","author":"Krizhevsky","year":"2009"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-69544-6_23"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00954"},{"key":"ref62","article-title":"Semi-orthogonal embedding for efficient unsupervised anomaly segmentation","author":"Kim","year":"2021","journal-title":"arXiv:2105.14737"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/tnnls.2024.3390806"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3318302"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3314801"},{"key":"ref66","first-page":"4390","article-title":"Deep one-class classification","volume-title":"Proc. 35th Int. Conf. Mach. Learn.","volume":"80","author":"Ruff"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00867"},{"key":"ref68","first-page":"1","article-title":"Auto-encoding variational Bayes","volume-title":"Proc. 2nd Int. Conf. Learn. Represent.","author":"Kingma"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2018.2853958"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.00599"}],"container-title":["IEEE Transactions on Neural Networks and Learning Systems"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/5962385\/10982361\/10612766.pdf?arnumber=10612766","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,12,18]],"date-time":"2025-12-18T10:07:39Z","timestamp":1766052459000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10612766\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,5]]},"references-count":70,"journal-issue":{"issue":"5"},"URL":"https:\/\/doi.org\/10.1109\/tnnls.2024.3420818","relation":{},"ISSN":["2162-237X","2162-2388"],"issn-type":[{"value":"2162-237X","type":"print"},{"value":"2162-2388","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,5]]}}}