{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T05:54:51Z","timestamp":1781675691701,"version":"3.54.5"},"reference-count":172,"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\/100004358","name":"Samsung Electronics","doi-asserted-by":"crossref","id":[{"id":"10.13039\/100004358","id-type":"DOI","asserted-by":"crossref"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Access"],"published-print":{"date-parts":[[2026]]},"DOI":"10.1109\/access.2026.3701009","type":"journal-article","created":{"date-parts":[[2026,6,8]],"date-time":"2026-06-08T19:52:56Z","timestamp":1780948376000},"page":"87922-87950","source":"Crossref","is-referenced-by-count":0,"title":["Recent Advances in Deep Learning-Based Video Super-Resolution"],"prefix":"10.1109","volume":"14","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-0265-4687","authenticated-orcid":false,"given":"Jinwoo","family":"Kang","sequence":"first","affiliation":[{"name":"Samsung Electronics, Hwaseong-si, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Junki","family":"Lee","sequence":"additional","affiliation":[{"name":"Samsung Electronics, Hwaseong-si, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-4021-3841","authenticated-orcid":false,"given":"Lae-Hoon","family":"Kim","sequence":"additional","affiliation":[{"name":"Samsung Electronics, Hwaseong-si, Republic of Korea"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref1","volume-title":"Common Screen Resolutions for Mobile Testing in 2025","author":"Bailey","year":"2025"},{"key":"ref2","volume-title":"Unlocking the Potential of 8K Resolution","author":"Roy","year":"2025"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.834669"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2008.2008067"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2009.2023703"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299159"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-014-0623-4"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10147-y"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10159-8"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1007\/s10462-022-10302-5"},{"key":"ref11","article-title":"A survey on super resolution for video enhancement using GAN","author":"Maity","year":"2023","journal-title":"arXiv:2312.16471"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TETCI.2024.3398015"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1016\/j.image.2024.117175"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00254"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3101826"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19790-1_14"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00200"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/tmm.2026.3668569"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_15"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3312166"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00477"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2024.3361168"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51701.2025.01021"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00587"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73397-0_24"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25398"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72784-9_13"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00245"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51701.2025.01421"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51701.2025.01589"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00692"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3049974"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-20068-7_35"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00632"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00356"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19797-0_23"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00209"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2022.3181458"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2023.3293522"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.02114"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/WACV57701.2024.00418"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.02608"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01692"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2023.3243029"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00768"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP49359.2023.10222922"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1145\/3664647.3681357"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72946-1_13"},{"key":"ref49","article-title":"EvTexture: Event-driven texture enhancement for video super-resolution","author":"Kai","year":"2024","journal-title":"arXiv:2406.13457"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00156"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01654"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01172"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00247"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00491"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25066-8_6"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2019.2895768"},{"key":"ref57","article-title":"Video super-resolution transformer","author":"Cao","year":"2021","journal-title":"arXiv:2106.06847"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00560"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01731"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.52202\/068431-0028"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.52202\/068431-2615"},{"key":"ref62","article-title":"DiffIR2VR-zero: Zero-shot video restoration with diffusion-based image restoration models","author":"Yeh","year":"2024","journal-title":"arXiv:2407.01519"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73254-6_3"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00882"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51701.2025.01365"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00246"},{"key":"ref67","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3372454"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3056868"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00596"},{"key":"ref70","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2022.3146625"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02400"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00588"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01177"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00439"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01689"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25063-7_37"},{"key":"ref77","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2022.3231089"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-72998-0_5"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.00091"},{"key":"ref80","first-page":"13394","article-title":"Unsupervised flow-aligned sequence-to-sequence learning for video restoration","volume-title":"Proc. Int. Conf. Mach. Learn.","author":"Lin"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.02168"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v38i4.28114"},{"key":"ref83","article-title":"Can SAM boost video super-resolution?","author":"Lu","year":"2023","journal-title":"arXiv:2305.06524"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00013"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01658"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00207"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.00205"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v39i2.32189"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00215"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v35i2.16181"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52729.2023.00989"},{"key":"ref92","doi-asserted-by":"publisher","DOI":"10.1109\/TBC.2021.3071010"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3107352"},{"key":"ref94","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00086"},{"key":"ref95","doi-asserted-by":"publisher","DOI":"10.52202\/068431-0817"},{"key":"ref96","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3163790"},{"key":"ref97","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01730"},{"key":"ref98","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00081"},{"key":"ref99","doi-asserted-by":"publisher","DOI":"10.1109\/JSEN.2022.3193870"},{"key":"ref100","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2023.3291822"},{"key":"ref101","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2023.3250009"},{"key":"ref102","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01212"},{"key":"ref103","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i3.25468"},{"key":"ref104","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2023.3300121"},{"key":"ref105","doi-asserted-by":"publisher","DOI":"10.1109\/TITS.2023.3237708"},{"key":"ref106","doi-asserted-by":"publisher","DOI":"10.1364\/OE.478308"},{"key":"ref107","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2023.3332449"},{"key":"ref108","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2024.3366550"},{"key":"ref109","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2024.3381722"},{"key":"ref110","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-73347-5_12"},{"key":"ref111","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2023.3312321"},{"key":"ref112","doi-asserted-by":"publisher","DOI":"10.1109\/TMM.2023.3267294"},{"key":"ref113","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3374104"},{"key":"ref114","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2024.3453048"},{"key":"ref115","article-title":"VEnhancer: Generative space-time enhancement for video generation","author":"He","year":"2024","journal-title":"arXiv:2407.07667"},{"key":"ref116","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2025.3555124"},{"key":"ref117","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01058"},{"key":"ref118","article-title":"FlashVSR: Towards real-time diffusion-based streaming video super-resolution","author":"Zhuang","year":"2025","journal-title":"arXiv:2510.12747"},{"key":"ref119","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2025.3547298"},{"key":"ref120","doi-asserted-by":"publisher","DOI":"10.1109\/TCI.2025.3599774"},{"key":"ref121","doi-asserted-by":"publisher","DOI":"10.1364\/OE.550516"},{"key":"ref122","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52734.2025.01066"},{"key":"ref123","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-010-0390-2"},{"key":"ref124","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2012.2221192"},{"key":"ref125","doi-asserted-by":"publisher","DOI":"10.48550\/ARXIV.1212.0402"},{"key":"ref126","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2013.127"},{"key":"ref127","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.85"},{"key":"ref128","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.35"},{"key":"ref129","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.33"},{"key":"ref130","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.479"},{"key":"ref131","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2018.2887017"},{"key":"ref132","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00215"},{"key":"ref133","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00320"},{"key":"ref134","doi-asserted-by":"publisher","DOI":"10.1109\/ICCVW.2019.00446"},{"key":"ref135","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-018-01144-2"},{"key":"ref136","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00251"},{"key":"ref137","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00175"},{"key":"ref138","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00459"},{"key":"ref139","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00474"},{"key":"ref140","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00129"},{"key":"ref141","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-25066-8_8"},{"key":"ref142","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01723"},{"key":"ref143","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00124"},{"key":"ref144","article-title":"OpenVid-1M: A large-scale high-quality dataset for text-to-video generation","author":"Nan","year":"2024","journal-title":"arXiv:2407.02371"},{"key":"ref145","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2003.819861"},{"key":"ref146","doi-asserted-by":"publisher","DOI":"10.1109\/ACSSC.2011.6190099"},{"key":"ref147","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref148","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2015.2426416"},{"key":"ref149","article-title":"Toward a practical perceptual video quality metric","author":"Li","year":"2016"},{"key":"ref150","first-page":"6626","article-title":"GANs trained by a two time-scale update rule converge to a local Nash equilibrium","volume-title":"Proc. Adv. Neural Inf. Process. Syst.","volume":"30","author":"Heusel"},{"key":"ref151","doi-asserted-by":"publisher","DOI":"10.1016\/j.cviu.2016.12.009"},{"key":"ref152","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-01267-0_11"},{"key":"ref153","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-11021-5_21"},{"key":"ref154","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref155","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.3045810"},{"key":"ref156","doi-asserted-by":"publisher","DOI":"10.1145\/3386569.3392457"},{"key":"ref157","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00510"},{"key":"ref158","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-19784-0_14"},{"key":"ref159","doi-asserted-by":"publisher","DOI":"10.1109\/PCS56426.2022.10018062"},{"key":"ref160","doi-asserted-by":"publisher","DOI":"10.1609\/aaai.v37i2.25353"},{"key":"ref161","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV51070.2023.01843"},{"key":"ref162","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.02060"},{"key":"ref163","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00250"},{"key":"ref164","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-66823-5_4"},{"key":"ref165","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00026"},{"key":"ref166","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW53098.2021.00287"},{"key":"ref167","doi-asserted-by":"publisher","DOI":"10.1109\/cvprw59228.2023.00174"},{"key":"ref168","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-031-91856-8_18"},{"key":"ref169","doi-asserted-by":"publisher","DOI":"10.1109\/ICMEW68306.2025.11152100"},{"key":"ref170","article-title":"VideoCrafter1: Open diffusion models for high-quality video generation","author":"Chen","year":"2023","journal-title":"arXiv:2310.19512"},{"key":"ref171","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52733.2024.00698"},{"key":"ref172","article-title":"Stable video diffusion: Scaling latent video diffusion models to large datasets","author":"Blattmann","year":"2023","journal-title":"arXiv:2311.15127"}],"container-title":["IEEE Access"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx8\/6287639\/11323511\/11554282.pdf?arnumber=11554282","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,6,17]],"date-time":"2026-06-17T05:19:43Z","timestamp":1781673583000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/11554282\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2026]]},"references-count":172,"URL":"https:\/\/doi.org\/10.1109\/access.2026.3701009","relation":{},"ISSN":["2169-3536"],"issn-type":[{"value":"2169-3536","type":"electronic"}],"subject":[],"published":{"date-parts":[[2026]]}}}