{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T18:04:11Z","timestamp":1770746651078,"version":"3.49.0"},"reference-count":47,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2026,1,1]],"date-time":"2026-01-01T00:00:00Z","timestamp":1767225600000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/creativecommons.org\/licenses\/by\/4.0\/legalcode"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["62111540272"],"award-info":[{"award-number":["62111540272"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3657027","type":"journal-article","created":{"date-parts":[[2026,1,22]],"date-time":"2026-01-22T21:02:52Z","timestamp":1769115772000},"page":"18442-18454","source":"Crossref","is-referenced-by-count":0,"title":["Pixelated Face Recovery Using Multi-Step Cycle Asymmetric GAN"],"prefix":"10.1109","volume":"14","author":[{"given":"Lu","family":"Liu","sequence":"first","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0299-7206","authenticated-orcid":false,"given":"Cheolkon","family":"Jung","sequence":"additional","affiliation":[{"name":"School of Electronic Engineering, Xidian University, Xi&#x2019;an, China"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref1","article-title":"Explaining and harnessing adversarial examples","author":"Goodfellow","year":"2014","journal-title":"arXiv:1412.6572"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB48548.2020.9304898"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1016\/j.cmpb.2019.105268"},{"key":"ref4","article-title":"A survey on generative diffusion model","author":"Cao","year":"2022","journal-title":"arXiv:2209.02646"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3454525"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00535"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/TBIOM.2024.3382870"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681088"},{"key":"ref9","doi-asserted-by":"crossref","first-page":"233","DOI":"10.1016\/j.neucom.2022.09.141","article-title":"Delving deep into pixelized face recovery and defense","volume":"513","author":"Zhong","year":"2022","journal-title":"Neurocomputing"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1111\/cgf.14743"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00251"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1016\/j.neunet.2023.01.006"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00262"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1371\/journal.pone.0331896"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1007\/s10278-025-01479-6"},{"key":"ref16","doi-asserted-by":"crossref","DOI":"10.1016\/j.engappai.2024.107994","article-title":"GNN-fused CapsNet with multi-head prediction for diabetic retinopathy grading","volume":"133","author":"Lei","year":"2024","journal-title":"Eng. Appl. Artif. Intell."},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2022.3154675"},{"key":"ref18","doi-asserted-by":"crossref","DOI":"10.1016\/j.ins.2023.119749","article-title":"Local neighbor propagation on graphs for mismatch removal","volume":"653","author":"Guo","year":"2024","journal-title":"Inf. Sci."},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-024-02023-9"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3391002"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2024.3444483"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.3390\/ai6100244"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.244"},{"key":"ref24","first-page":"6840","article-title":"Denoising diffusion probabilistic models","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"33","author":"Ho"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1706.03762"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.2112.05561"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/s11045-022-00820-4"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/MSP.2017.2765202"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2016.2644865"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2021.3114428"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.48550\/arXiv.1603.08155"},{"key":"ref32","article-title":"Very deep convolutional networks for large-scale image recognition","author":"Simonyan","year":"2014","journal-title":"arXiv:1409.1556"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.425"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref35","article-title":"Adam: A method for stochastic optimization","author":"Kingma","year":"2014","journal-title":"arXiv:1412.6980"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1145\/3343031.3351084"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3152624"},{"key":"ref38","article-title":"ESRGAN: Enhanced super-resolution generative adversarial networks","author":"Wang","year":"2018","journal-title":"arXiv:1809.00219"},{"key":"ref39","article-title":"DifFace: Blind face restoration with diffused error contraction","author":"Yue","year":"2022","journal-title":"arXiv:2212.06512"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00441"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR.2010.579"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3045810"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/tpami.2021.3087709"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.632"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00073"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11361065.pdf?arnumber=11361065","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,2,10]],"date-time":"2026-02-10T06:00:28Z","timestamp":1770703228000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11361065\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":47,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3657027","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}