{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,14]],"date-time":"2026-02-14T10:14:36Z","timestamp":1771064076158,"version":"3.50.1"},"reference-count":39,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","issue":"10","license":[{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2022,10,1]],"date-time":"2022-10-01T00:00:00Z","timestamp":1664582400000},"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":["51821093"],"award-info":[{"award-number":["51821093"]}],"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":["52075480"],"award-info":[{"award-number":["52075480"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Key Research and Development Program of Zhejiang Province","award":["2021C01008"],"award-info":[{"award-number":["2021C01008"]}]},{"name":"High-Level Talent Special Support Plan of Zhejiang Province","award":["2020R52004"],"award-info":[{"award-number":["2020R52004"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Ind. Inf."],"published-print":{"date-parts":[[2022,10]]},"DOI":"10.1109\/tii.2021.3126098","type":"journal-article","created":{"date-parts":[[2021,11,9]],"date-time":"2021-11-09T20:42:25Z","timestamp":1636490545000},"page":"6743-6755","source":"Crossref","is-referenced-by-count":50,"title":["Mask2Defect: A Prior Knowledge-Based Data Augmentation Method for Metal Surface Defect Inspection"],"prefix":"10.1109","volume":"18","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-6838-6777","authenticated-orcid":false,"given":"Benyi","family":"Yang","sequence":"first","affiliation":[{"name":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2463-4553","authenticated-orcid":false,"given":"Zhenyu","family":"Liu","sequence":"additional","affiliation":[{"name":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-7974-7059","authenticated-orcid":false,"given":"Guifang","family":"Duan","sequence":"additional","affiliation":[{"name":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-7425-341X","authenticated-orcid":false,"given":"Jianrong","family":"Tan","sequence":"additional","affiliation":[{"name":"State Key Laboratory of CAD&CG, Zhejiang University, Hangzhou, China"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/COASE.2018.8560423"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.525"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/TMI.2019.2959609"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/FUZZY.1995.409767"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/S0142-694X(01)00015-1"},{"key":"ref30","first-page":"466","article-title":"Toward multimodal image-to-image translation","author":"zhu","year":"2017","journal-title":"Adv Neural Inf Process Syst (NIPS)"},{"key":"ref37","first-page":"2579","article-title":"Visualizing data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"J Mach Learn Res"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref34","article-title":"An empirical study on evaluation metrics of generative adversarial networks","author":"xu","year":"2018"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.jmsy.2020.03.009"},{"key":"ref11","first-page":"2672","article-title":"Generative adversarial nets","author":"goodfellow","year":"2014","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/COASE.2019.8843313"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2945403"},{"key":"ref14","article-title":"Synthetic data augmentation for surface defect detection and classification using deep learning","author":"jain","year":"2020"},{"key":"ref15","first-page":"1","article-title":"Unsupervised representation learning with deep convolutional generative adversarial networks","author":"radford","year":"0","journal-title":"Proc Int Conf Learn Representations (ICLR)"},{"key":"ref16","first-page":"2642","article-title":"Conditional image synthesis with auxiliary classifier GANs","author":"odena","year":"0","journal-title":"Proc Int Conf Learn Representations (ICLR)"},{"key":"ref17","first-page":"2180","article-title":"Infogan: Interpretable representation learning by information maximizing generative adversarial nets","author":"chen","year":"2016","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref18","first-page":"5967","article-title":"Image-to-image translation with conditional adversarial networks","author":"isola","year":"2017","journal-title":"Proc IEEE Conf Comput Vis Pattern Recognit"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00917"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3073915"},{"key":"ref4","doi-asserted-by":"crossref","first-page":"1285","DOI":"10.1109\/TII.2014.2309482","article-title":"Multisensor fusion system for monitoring high-power disk laser welding using support vector machine","volume":"10","author":"you","year":"2014","journal-title":"IEEE Trans Ind Informat"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2021.3085423"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2935153"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2019.2915404"},{"key":"ref29","article-title":"NIPS 2016 tutorial: Generative adversarial networks","author":"goodfellow","year":"2017"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2943898"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1186\/s40537-019-0197-0"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2019.2958826"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2018.2873237"},{"key":"ref9","first-page":"1","article-title":"Auto-encoding variational bayes","author":"kingma","year":"0","journal-title":"Proc Int Conf Learn Representations (ICLR)"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TII.2020.3013277"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1007\/s11548-020-02192-1"},{"key":"ref22","first-page":"701","article-title":"Unsupervised image-to-image translation networks","author":"liu","year":"2017","journal-title":"Adv Neural Inf Process Syst (NIPS)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/TASE.2020.2967415"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/WACV48630.2021.00257"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00813"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00460"}],"container-title":["IEEE Transactions on Industrial Informatics"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9424\/9828547\/09609556.pdf?arnumber=9609556","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,8,29]],"date-time":"2022-08-29T20:56:04Z","timestamp":1661806564000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9609556\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022,10]]},"references-count":39,"journal-issue":{"issue":"10"},"URL":"https:\/\/doi.org\/10.1109\/tii.2021.3126098","relation":{},"ISSN":["1551-3203","1941-0050"],"issn-type":[{"value":"1551-3203","type":"print"},{"value":"1941-0050","type":"electronic"}],"subject":[],"published":{"date-parts":[[2022,10]]}}}