{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,7,2]],"date-time":"2026-07-02T08:34:37Z","timestamp":1782981277884,"version":"3.54.5"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"4","license":[{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2026,4,1]],"date-time":"2026-04-01T00:00:00Z","timestamp":1775001600000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"National Key R&D Program of China","award":["2022YFB4300700"],"award-info":[{"award-number":["2022YFB4300700"]}]},{"name":"Qin Chuangyuan High-Level Innovative and Entrepreneurial Talent Project","award":["QCYRCXM-2022-21"],"award-info":[{"award-number":["QCYRCXM-2022-21"]}]},{"name":"Guangdong High-Level Innovation Research Institution Project","award":["2021B0909050008"],"award-info":[{"award-number":["2021B0909050008"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2026,4]]},"DOI":"10.1109\/tii.2025.3648429","type":"journal-article","created":{"date-parts":[[2026,1,15]],"date-time":"2026-01-15T20:53:17Z","timestamp":1768510397000},"page":"3376-3387","source":"Crossref","is-referenced-by-count":1,"title":["Saliency-Guided Transformer Attention With Pixel-Level Contrastive Learning for Weakly Supervised Defect Localization"],"prefix":"10.1109","volume":"22","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7265-5765","authenticated-orcid":false,"given":"Dejene M.","family":"Sime","sequence":"first","affiliation":[{"name":"Faculty of Infor-X, Xidian University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2009-5014","authenticated-orcid":false,"given":"Nan","family":"Ouyang","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-6602-7212","authenticated-orcid":false,"given":"Kai","family":"Sheng","sequence":"additional","affiliation":[{"name":"Faculty of Infor-X, Xidian University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4841-4322","authenticated-orcid":false,"given":"Getu T.","family":"Fellek","sequence":"additional","affiliation":[{"name":"McWilliams School of Biomedical Informatics, UTHealth Houston, Houston, TX, USA"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-4375-8818","authenticated-orcid":false,"given":"Wenkang","family":"Wan","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-9882-6297","authenticated-orcid":false,"given":"Adnan A.","family":"Qaseem","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi'an, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0495-324X","authenticated-orcid":false,"given":"Xiaojiang","family":"Ren","sequence":"additional","affiliation":[{"name":"Guangzhou Institute of Technology, Xidian University, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Shehui","family":"Bu","sequence":"additional","affiliation":[{"name":"School of Computer Science and Engineering, South China University of Technology, Guangzhou, China"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2022.01.004"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2022.3230785"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TAES.2024.3456748"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2024.3396550"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1016\/j.compind.2023.103995"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2022.3168895"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2022.116807"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3261889"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2021.108396"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3316271"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2023.3246499"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2023.3348835"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2025.3547122"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1145\/3707447"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3273592"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00690"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01229"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01638"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3404422"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00302"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00346"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1007\/s11042-023-15307-y"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2958826"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.cirp.2016.04.072"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s00371-018-1588-5"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00982"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3246102"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00811"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00426"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00428"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00901"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3359041"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00345"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.01090"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.aei.2025.103254"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2023.103800"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3385747"},{"key":"ref39","first-page":"10347","article-title":"Training data-efficient image transformers & distillation through attention","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Touvron","year":"2021"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00320"},{"key":"ref41","first-page":"1","article-title":"Bootstrapping semantic segmentation with regional contrast","volume-title":"Proc. Int. Conf. Learn. Representations","author":"Liu","year":"2022"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1802.02611"},{"key":"ref43","first-page":"12077","article-title":"SegFormer: Simple and efficient design for semantic segmentation with transformers","volume":"34","author":"Xie","year":"2021","journal-title":"Adv. neural Inf. Process. Syst."},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2019.01.006"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref46","first-page":"6105","article-title":"EfficientNet: Rethinking model scaling for convolutional neural networks","volume-title":"Proc. 36th Int. Conf. Mach. Learn.","author":"Tan","year":"2019"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v36i3.20273"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/9424\/11475584\/11354152.pdf?arnumber=11354152","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,4,7]],"date-time":"2026-04-07T20:04:45Z","timestamp":1775592285000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11354152\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026,4]]},"references-count":47,"journal-issue":{"issue":"4"},"URL":"https:\/\/doi.org\/10.1109\/tii.2025.3648429","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026,4]]}}}