{"id":"https://openalex.org/W4399055074","doi":"https://doi.org/10.3390/rs16111926","title":"Modified ESRGAN with Uformer for Video Satellite Imagery Super-Resolution","display_name":"Modified ESRGAN with Uformer for Video Satellite Imagery Super-Resolution","publication_year":2024,"publication_date":"2024-05-27","ids":{"openalex":"https://openalex.org/W4399055074","doi":"https://doi.org/10.3390/rs16111926"},"language":"en","primary_location":{"id":"doi:10.3390/rs16111926","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111926","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1926/pdf?version=1716814355","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/16/11/1926/pdf?version=1716814355","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5071605269","display_name":"Kinga Karwowska","orcid":"https://orcid.org/0000-0001-5132-5292"},"institutions":[{"id":"https://openalex.org/I2800249161","display_name":"Military University of Technology in Warsaw","ror":"https://ror.org/05fct5h31","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800249161"]}],"countries":["PL"],"is_corresponding":true,"raw_author_name":"Kinga Karwowska","raw_affiliation_strings":["Department of Imagery Intelligence, Faculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Imagery Intelligence, Faculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, Poland","institution_ids":["https://openalex.org/I2800249161"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5074343635","display_name":"Damian Wierzbicki","orcid":"https://orcid.org/0000-0001-6192-3894"},"institutions":[{"id":"https://openalex.org/I2800249161","display_name":"Military University of Technology in Warsaw","ror":"https://ror.org/05fct5h31","country_code":"PL","type":"education","lineage":["https://openalex.org/I2800249161"]}],"countries":["PL"],"is_corresponding":false,"raw_author_name":"Damian Wierzbicki","raw_affiliation_strings":["Department of Imagery Intelligence, Faculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, Poland"],"affiliations":[{"raw_affiliation_string":"Department of Imagery Intelligence, Faculty of Civil Engineering and Geodesy, Military University of Technology, 00-908 Warsaw, Poland","institution_ids":["https://openalex.org/I2800249161"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5071605269"],"corresponding_institution_ids":["https://openalex.org/I2800249161"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.5107,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.83164987,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"16","issue":"11","first_page":"1926","last_page":"1926"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11105","display_name":"Advanced Image Processing Techniques","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10531","display_name":"Advanced Vision and Imaging","score":0.9988999962806702,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.995199978351593,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7977110743522644},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5682405829429626},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.5500572323799133},{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.5451161861419678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.540135383605957},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5280414819717407},{"id":"https://openalex.org/keywords/satellite-imagery","display_name":"Satellite imagery","score":0.46493858098983765},{"id":"https://openalex.org/keywords/lossy-compression","display_name":"Lossy compression","score":0.4179835617542267},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12905415892601013}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7977110743522644},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5682405829429626},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.5500572323799133},{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.5451161861419678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.540135383605957},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5280414819717407},{"id":"https://openalex.org/C2778102629","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite imagery","level":2,"score":0.46493858098983765},{"id":"https://openalex.org/C165021410","wikidata":"https://www.wikidata.org/wiki/Q55564","display_name":"Lossy compression","level":2,"score":0.4179835617542267},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12905415892601013},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs16111926","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111926","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1926/pdf?version=1716814355","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:025b599df50442e2ae966ecfc7ce592d","is_oa":true,"landing_page_url":"https://doaj.org/article/025b599df50442e2ae966ecfc7ce592d","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 16, Iss 11, p 1926 (2024)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/16/11/1926/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs16111926","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs16111926","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16111926","pdf_url":"https://www.mdpi.com/2072-4292/16/11/1926/pdf?version=1716814355","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399055074.pdf"},"referenced_works_count":75,"referenced_works":["https://openalex.org/W568332929","https://openalex.org/W817971873","https://openalex.org/W1804464592","https://openalex.org/W2030266523","https://openalex.org/W2057709717","https://openalex.org/W2060673993","https://openalex.org/W2068875322","https://openalex.org/W2109773745","https://openalex.org/W2126926806","https://openalex.org/W2146640671","https://openalex.org/W2159269332","https://openalex.org/W2162486538","https://openalex.org/W2167307343","https://openalex.org/W2170608748","https://openalex.org/W2242218935","https://openalex.org/W2293446003","https://openalex.org/W2303249742","https://openalex.org/W2522520073","https://openalex.org/W2560533888","https://openalex.org/W2583491955","https://openalex.org/W2776462702","https://openalex.org/W2794252992","https://openalex.org/W2794276902","https://openalex.org/W2796901798","https://openalex.org/W2798735168","https://openalex.org/W2891158090","https://openalex.org/W2900952227","https://openalex.org/W2945779423","https://openalex.org/W2962749812","https://openalex.org/W2963312584","https://openalex.org/W2963372104","https://openalex.org/W2963729050","https://openalex.org/W2964030969","https://openalex.org/W2965217508","https://openalex.org/W2982795046","https://openalex.org/W2988641380","https://openalex.org/W3000559845","https://openalex.org/W3022107227","https://openalex.org/W3035484352","https://openalex.org/W3043187774","https://openalex.org/W3085824656","https://openalex.org/W3106758205","https://openalex.org/W3170697543","https://openalex.org/W3197885544","https://openalex.org/W3202362072","https://openalex.org/W3205041615","https://openalex.org/W3216579255","https://openalex.org/W4210506367","https://openalex.org/W4210680518","https://openalex.org/W4214602694","https://openalex.org/W4226144465","https://openalex.org/W4231606319","https://openalex.org/W4293192716","https://openalex.org/W4299967799","https://openalex.org/W4311154381","https://openalex.org/W4312513332","https://openalex.org/W4312812783","https://openalex.org/W4313032421","https://openalex.org/W4318455102","https://openalex.org/W4320039173","https://openalex.org/W4322576618","https://openalex.org/W4377088825","https://openalex.org/W4383032603","https://openalex.org/W4384787218","https://openalex.org/W4387415232","https://openalex.org/W4387843838","https://openalex.org/W4388507541","https://openalex.org/W6657973047","https://openalex.org/W6665197628","https://openalex.org/W6804713393","https://openalex.org/W6809616301","https://openalex.org/W6848982890","https://openalex.org/W6850658976","https://openalex.org/W6853749905","https://openalex.org/W6858445104"],"related_works":["https://openalex.org/W1995805316","https://openalex.org/W2387503788","https://openalex.org/W2059658550","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2369060955","https://openalex.org/W2383151488"],"abstract_inverted_index":{"In":[0,146],"recent":[1],"years,":[2],"a":[3,32,48,67,111,120,131,163,246],"growing":[4],"number":[5],"of":[6,28,35,54,58,81,95,99,114,142,169,206,212,234],"sensors":[7],"that":[8,102,122,237,258],"provide":[9],"imagery":[10,61],"with":[11,31,110,262],"constantly":[12],"increasing":[13],"spatial":[14,33,97,139],"resolution":[15,34,98,140],"are":[16,26,259],"being":[17],"placed":[18],"on":[19,189],"the":[20,55,82,93,96,100,138,149,156,167,170,176,190,196,201,207,213,219,229,235],"orbit.":[21],"Contemporary":[22],"Very-High-Resolution":[23],"Satellites":[24],"(VHRS)":[25],"capable":[27],"recording":[29],"images":[30],"less":[36],"than":[37],"0.30":[38],"m.":[39],"However,":[40,78],"until":[41],"now,":[42],"these":[43],"scenes":[44],"were":[45],"acquired":[46],"in":[47,79,106,166,232,256],"static":[49],"way.":[50],"The":[51,184],"new":[52],"technique":[53],"dynamic":[56,87],"acquisition":[57],"video":[59,107,143],"satellite":[60,144],"has":[62,71],"been":[63],"available":[64],"only":[65],"for":[66,137,162,199,218],"few":[68],"years.":[69],"It":[70],"multiple":[72],"applications":[73],"related":[74],"to":[75,85,178],"remote":[76],"sensing.":[77],"spite":[80,233],"offered":[83],"possibility":[84],"detect":[86,181],"targets,":[88],"its":[89],"main":[90],"limitation":[91],"is":[92,135,160],"degradation":[94],"image":[101,208],"results":[103,198],"from":[104],"imaging":[105],"mode,":[108],"along":[109],"significant":[112,164],"influence":[113],"lossy":[115],"compression.":[116],"This":[117,174],"article":[118],"presents":[119,195],"methodology":[121],"employs":[123,239],"Generative":[124],"Adversarial":[125],"Networks":[126],"(GAN).":[127],"For":[128],"this":[129,147],"purpose,":[130],"modified":[132],"ESRGAN":[133],"architecture":[134],"used":[136],"enhancement":[141],"images.":[145,173],"solution,":[148,231],"GAN":[150],"network":[151],"generator":[152],"was":[153,187],"extended":[154],"by":[155],"Uformer":[157],"model,":[158],"which":[159,250],"responsible":[161],"improvement":[165],"quality":[168],"estimated":[171],"SR":[172],"enhances":[175],"possibilities":[177],"recognize":[179],"and":[180,193,203,215,225],"objects":[182],"significantly.":[183],"discussed":[185],"solution":[186],"tested":[188],"Jilin-1":[191],"dataset":[192],"it":[194,238,252],"best":[197],"both":[200],"global":[202],"local":[204],"assessment":[205],"(the":[209],"mean":[210],"values":[211],"SSIM":[214],"PSNR":[216],"parameters":[217],"test":[220],"data":[221],"were,":[222],"respectively,":[223],"0.98":[224],"38.32":[226],"dB).":[227],"Additionally,":[228],"proposed":[230],"fact":[236],"artificial":[240],"neural":[241],"networks,":[242],"does":[243],"not":[244,260],"require":[245],"high":[247],"computational":[248],"capacity,":[249],"means":[251],"can":[253],"be":[254],"implemented":[255],"workstations":[257],"equipped":[261],"graphic":[263],"processors.":[264]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-03-25T14:56:36.534964","created_date":"2025-10-10T00:00:00"}
