{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,6,4]],"date-time":"2026-06-04T21:58:10Z","timestamp":1780610290055,"version":"3.54.1"},"reference-count":93,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,1,1]],"date-time":"2023-01-01T00:00:00Z","timestamp":1672531200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100000844","name":"European Space Agency through the \u201cDeepSent\u201d Project","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000844","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100001867","name":"Malta Council for Science and Technology, for and on behalf of the Foundation for Science and Technology, through the Space Research Fund, within the Project \u201cWARM-EO.\u201d","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100001867","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004281","name":"National Science Centre, Poland","doi-asserted-by":"publisher","award":["2019\/35\/B\/ST6\/03006"],"award-info":[{"award-number":["2019\/35\/B\/ST6\/03006"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100007835","name":"SUT Statutory Research funds","doi-asserted-by":"publisher","award":["02\/080\/BKM23\/0040"],"award-info":[{"award-number":["02\/080\/BKM23\/0040"]}],"id":[{"id":"10.13039\/501100007835","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004895","name":"European Union Scholarship through the European Social Fund","doi-asserted-by":"publisher","award":["POWR.03.05.00-00-Z305"],"award-info":[{"award-number":["POWR.03.05.00-00-Z305"]}],"id":[{"id":"10.13039\/501100004895","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004281","name":"National Science Centre, Poland","doi-asserted-by":"publisher","award":["2019\/35\/B\/ST6\/03006"],"award-info":[{"award-number":["2019\/35\/B\/ST6\/03006"]}],"id":[{"id":"10.13039\/501100004281","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Geosci. Remote Sensing"],"published-print":{"date-parts":[[2023]]},"DOI":"10.1109\/tgrs.2023.3311622","type":"journal-article","created":{"date-parts":[[2023,9,4]],"date-time":"2023-09-04T18:02:00Z","timestamp":1693850520000},"page":"1-19","source":"Crossref","is-referenced-by-count":36,"title":["Multitemporal and Multispectral Data Fusion for Super-Resolution of Sentinel-2 Images"],"prefix":"10.1109","volume":"61","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7706-1317","authenticated-orcid":false,"given":"Tomasz","family":"Tarasiewicz","sequence":"first","affiliation":[{"name":"Department of Algorithmics and Software, Silesian University of Technology, Gliwice, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4026-1569","authenticated-orcid":false,"given":"Jakub","family":"Nalepa","sequence":"additional","affiliation":[{"name":"Department of Algorithmics and Software, Silesian University of Technology, Gliwice, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8106-9891","authenticated-orcid":false,"given":"Reuben A.","family":"Farrugia","sequence":"additional","affiliation":[{"name":"Department of Communications and Computer Engineering, University of Malta, Msida, Malta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3864-7785","authenticated-orcid":false,"given":"Gianluca","family":"Valentino","sequence":"additional","affiliation":[{"name":"Department of Communications and Computer Engineering, University of Malta, Msida, Malta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0009-0004-0018-0192","authenticated-orcid":false,"given":"Mang","family":"Chen","sequence":"additional","affiliation":[{"name":"Department of Communications and Computer Engineering, University of Malta, Msida, Malta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-3532-9474","authenticated-orcid":false,"given":"Johann A.","family":"Briffa","sequence":"additional","affiliation":[{"name":"Department of Communications and Computer Engineering, University of Malta, Msida, Malta"}],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-3669-5110","authenticated-orcid":false,"given":"Michal","family":"Kawulok","sequence":"additional","affiliation":[{"name":"Department of Algorithmics and Software, Silesian University of Technology, Gliwice, Poland"}],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.3390\/rs11222635"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.3047363"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2018.2867284"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3080697"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.3390\/rs13132614"},{"key":"ref59","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3083931"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2906048"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/TCYB.2021.3140148"},{"key":"ref53","doi-asserted-by":"publisher","DOI":"10.3390\/rs14163855"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1016\/j.jag.2022.102738"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2018.09.018"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1007\/s12145-021-00621-6"},{"key":"ref10","first-page":"883","article-title":"Single-image super resolution for multispectral remote sensing data using CNNs","author":"liebel","year":"2016","journal-title":"Proc ISPRSC"},{"key":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2014.2376034"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2020.2982166"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3224987"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.5194\/isprs-annals-V-1-2020-9-2020"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.3390\/rs12152424"},{"key":"ref93","doi-asserted-by":"publisher","DOI":"10.3390\/rs12223812"},{"key":"ref92","article-title":"Synthesis of multispectral bands from hyperspectral data: Validation based on images acquired by AVIRIS, Hyperion, ALI, and ETM+","author":"blonski","year":"2003"},{"key":"ref51","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP42928.2021.9506070"},{"key":"ref50","first-page":"816","article-title":"Multi-image super-resolution for remote sensing using deep recurrent networks","author":"rifat arefin","year":"2020","journal-title":"Proc IEEE\/CVF Conf Comput Vis Pattern Recognit Workshops (CVPRW)"},{"key":"ref91","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2019.8900502"},{"key":"ref90","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2012.2227726"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1145\/3205651.3205676"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2019.2940483"},{"key":"ref89","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00068"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1007\/s42064-019-0059-8"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS39084.2020.9324418"},{"key":"ref42","doi-asserted-by":"publisher","DOI":"10.1007\/s00138-014-0623-4"},{"key":"ref86","doi-asserted-by":"publisher","DOI":"10.3390\/rs12152366"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.4218\/etrij.2018-0473"},{"key":"ref85","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8518447"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.5194\/isprsannals-III-7-213-2016"},{"key":"ref88","doi-asserted-by":"publisher","DOI":"10.3390\/rs13020300"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2004.834669"},{"key":"ref87","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3094117"},{"key":"ref49","article-title":"Combination of single and multi-frame image super-resolution: An analytical perspective","author":"mahdi afrasiabi","year":"2023","journal-title":"arXiv 2303 03212"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2022.3154046"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2014.6946724"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2022.10.019"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/ISMSIT.2018.8567062"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.3390\/agronomy10050641"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2020.111702"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1080\/22797254.2017.1297540"},{"key":"ref82","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2016.10.030"},{"key":"ref81","doi-asserted-by":"publisher","DOI":"10.3390\/rs14122890"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1016\/j.neucom.2019.03.106"},{"key":"ref84","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.194"},{"key":"ref83","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2017.2694881"},{"key":"ref80","first-page":"1","article-title":"ESRGAN: Enhanced super-resolution generative adversarial networks","author":"wang","year":"2018","journal-title":"Proc Eur Conf Comput Vis (ECCV) Workshops"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2017.2655112"},{"key":"ref79","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS.2018.8517655"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/TIP.2021.3050856"},{"key":"ref78","doi-asserted-by":"publisher","DOI":"10.1080\/2150704X.2022.2136019"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.151"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-10593-2_13"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1080\/01431160802642271"},{"key":"ref75","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9554789"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.3390\/rs13112192"},{"key":"ref74","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR46437.2021.00633"},{"key":"ref33","article-title":"MuS2: A real-world benchmark for Sentinel-2 multi-image super-resolution","author":"kowaleczko","year":"2022","journal-title":"arXiv 2210 02745"},{"key":"ref77","first-page":"1489","article-title":"Understanding the value of hyperspectral image super-resolution from PRISMA data","author":"kawulok","year":"2023","journal-title":"Proc IEEE Int Geosci Remote Sens Symp (IGARSS)"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-39770-8_5"},{"key":"ref76","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-30642-7_37"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/rs12142291"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2011.11.026"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.19"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00061"},{"key":"ref71","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9554479"},{"key":"ref70","first-page":"1","article-title":"Open high-resolution satellite imagery: The WorldStrat dataset&#x2014;With application to super-resolution","author":"cornebise","year":"2022","journal-title":"Proc NeurIPS"},{"key":"ref73","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2021.3079459"},{"key":"ref72","doi-asserted-by":"publisher","DOI":"10.3390\/rs13122269"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/JSTARS.2022.3143532"},{"key":"ref68","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00255"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/YEF-ECE52297.2021.9505092"},{"key":"ref67","first-page":"2944","article-title":"Toward bridging the simulated-to-real gap: Benchmarking super-resolution on real data","volume":"42","author":"k\u00f6hler","year":"2020","journal-title":"IEEE Trans Pattern Anal Mach Intell"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.3390\/rs12142207"},{"key":"ref25","article-title":"HighRes-net: Recursive fusion for multi-frame super-resolution of satellite imagery","author":"deudon","year":"2020","journal-title":"arXiv 2002 06460"},{"key":"ref69","doi-asserted-by":"publisher","DOI":"10.1016\/j.inffus.2021.09.005"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1016\/j.sigpro.2016.05.002"},{"key":"ref64","doi-asserted-by":"publisher","DOI":"10.3390\/rs10091416"},{"key":"ref63","doi-asserted-by":"publisher","DOI":"10.1109\/LGRS.2020.2997092"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/IGARSS47720.2021.9553243"},{"key":"ref66","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-75417-8_45"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2959248"},{"key":"ref65","doi-asserted-by":"publisher","DOI":"10.1109\/BigMM.2018.8499097"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2021.3084682"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2021.3130673"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2953808"},{"key":"ref60","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2019.2897316"},{"key":"ref62","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2020.2992788"},{"key":"ref61","doi-asserted-by":"publisher","DOI":"10.1109\/TNNLS.2018.2885616"}],"container-title":["IEEE Transactions on Geoscience and Remote Sensing"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/36\/10006360\/10238735.pdf?arnumber=10238735","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,10,9]],"date-time":"2023-10-09T18:58:57Z","timestamp":1696877937000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10238735\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023]]},"references-count":93,"URL":"https:\/\/doi.org\/10.1109\/tgrs.2023.3311622","relation":{},"ISSN":["0196-2892","1558-0644"],"issn-type":[{"value":"0196-2892","type":"print"},{"value":"1558-0644","type":"electronic"}],"subject":[],"published":{"date-parts":[[2023]]}}}