{"id":"https://openalex.org/W2920074116","doi":"https://doi.org/10.1109/lgrs.2019.2899576","title":"Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model","display_name":"Remote Sensing Single-Image Superresolution Based on a Deep Compendium Model","publication_year":2019,"publication_date":"2019-03-05","ids":{"openalex":"https://openalex.org/W2920074116","doi":"https://doi.org/10.1109/lgrs.2019.2899576","mag":"2920074116"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2019.2899576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2019.2899576","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5039673511","display_name":"Juan M. Haut","orcid":"https://orcid.org/0000-0001-6701-961X"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":true,"raw_author_name":"J. M. Haut","raw_affiliation_strings":["Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5046123228","display_name":"Mercedes E. Paoletti","orcid":"https://orcid.org/0000-0003-1030-3729"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"M. E. Paoletti","raw_affiliation_strings":["Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086443350","display_name":"Rub\u00e9n Fern\u00e1ndez-Beltr\u00e1n","orcid":"https://orcid.org/0000-0003-1374-8416"},"institutions":[{"id":"https://openalex.org/I10902133","display_name":"Universitat Jaume I","ror":"https://ror.org/02ws1xc11","country_code":"ES","type":"education","lineage":["https://openalex.org/I10902133"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"R. Fernandez-Beltran","raw_affiliation_strings":["Institute of New Imaging Technologies, University Jaume I, Castell\u00f3n de la Plana,, Spain"],"affiliations":[{"raw_affiliation_string":"Institute of New Imaging Technologies, University Jaume I, Castell\u00f3n de la Plana,, Spain","institution_ids":["https://openalex.org/I10902133"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010624980","display_name":"Javier Plaza","orcid":"https://orcid.org/0000-0002-2384-9141"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"J. Plaza","raw_affiliation_strings":["Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054292278","display_name":"Antonio Plaza","orcid":"https://orcid.org/0000-0002-9613-1659"},"institutions":[{"id":"https://openalex.org/I80606768","display_name":"Universidad de Extremadura","ror":"https://ror.org/0174shg90","country_code":"ES","type":"education","lineage":["https://openalex.org/I80606768"]}],"countries":["ES"],"is_corresponding":false,"raw_author_name":"A. Plaza","raw_affiliation_strings":["Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain"],"affiliations":[{"raw_affiliation_string":"Hyperspectral Computing Laboratory, Escuela Polit\u00e9cnica, University of Extremadura, C\u00e1ceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362041","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-1613-9448"},"institutions":[{"id":"https://openalex.org/I157773358","display_name":"Sun Yat-sen University","ror":"https://ror.org/0064kty71","country_code":"CN","type":"education","lineage":["https://openalex.org/I157773358"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":["Guangdong Provincial Key Laboratory of Urbanization and Geosimulation, Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-sen University, Guangzhou, China"],"affiliations":[{"raw_affiliation_string":"Guangdong Provincial Key Laboratory of Urbanization and Geosimulation, Center of Integrated Geographic Information Analysis, School of Geography and Planning, Sun Yat-sen University, Guangzhou, China","institution_ids":["https://openalex.org/I157773358"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5039673511"],"corresponding_institution_ids":["https://openalex.org/I80606768"],"apc_list":null,"apc_paid":null,"fwci":2.5541,"has_fulltext":false,"cited_by_count":106,"citation_normalized_percentile":{"value":0.91768211,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"16","issue":"9","first_page":"1432","last_page":"1436"},"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9991999864578247,"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/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9980999827384949,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/superresolution","display_name":"Superresolution","score":0.7936874628067017},{"id":"https://openalex.org/keywords/compendium","display_name":"Compendium","score":0.7159075736999512},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.651559054851532},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5235404968261719},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5090293884277344},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4360455274581909},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4350462555885315},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.42228198051452637},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39981141686439514},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.1657581329345703},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.11818188428878784}],"concepts":[{"id":"https://openalex.org/C141239990","wikidata":"https://www.wikidata.org/wiki/Q957423","display_name":"Superresolution","level":3,"score":0.7936874628067017},{"id":"https://openalex.org/C2778473407","wikidata":"https://www.wikidata.org/wiki/Q1459574","display_name":"Compendium","level":2,"score":0.7159075736999512},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.651559054851532},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5235404968261719},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5090293884277344},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4360455274581909},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4350462555885315},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.42228198051452637},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39981141686439514},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.1657581329345703},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.11818188428878784},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lgrs.2019.2899576","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2019.2899576","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Geoscience and Remote Sensing Letters","raw_type":"journal-article"},{"id":"pmh:oai:repositori.uji.es:10234/182839","is_oa":false,"landing_page_url":"http://hdl.handle.net/10234/182839","pdf_url":null,"source":{"id":"https://openalex.org/S4306400303","display_name":"Repositori UJI (Universitat Jaume I)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I10902133","host_organization_name":"Universitat Jaume I","host_organization_lineage":["https://openalex.org/I10902133"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.46000000834465027,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G5100248318","display_name":null,"funder_award_id":"APOSTD/2017/007","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G5840000228","display_name":null,"funder_award_id":"GR15005","funder_id":"https://openalex.org/F4320325115","funder_display_name":"Consejer\u00eda de Educaci\u00f3n y Empleo, Junta de Extremadura"},{"id":"https://openalex.org/G6228229278","display_name":null,"funder_award_id":"APOSTD/2017","funder_id":"https://openalex.org/F4320321864","funder_display_name":"Generalitat Valenciana"},{"id":"https://openalex.org/G7790421133","display_name":null,"funder_award_id":"TIN2015-63646-C5-5-R","funder_id":"https://openalex.org/F4320321837","funder_display_name":"Ministerio de Econom\u00eda y Competitividad"},{"id":"https://openalex.org/G8872719428","display_name":null,"funder_award_id":"FPU14/02012-FPU15/02090","funder_id":"https://openalex.org/F4320321764","funder_display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte"},{"id":"https://openalex.org/G935607459","display_name":null,"funder_award_id":"GR15005","funder_id":"https://openalex.org/F4320328352","funder_display_name":"Junta de Extremadura"}],"funders":[{"id":"https://openalex.org/F4320321764","display_name":"Ministerio de Educaci\u00f3n, Cultura y Deporte","ror":"https://ror.org/03nc27g21"},{"id":"https://openalex.org/F4320321837","display_name":"Ministerio de Econom\u00eda y Competitividad","ror":"https://ror.org/034900433"},{"id":"https://openalex.org/F4320321864","display_name":"Generalitat Valenciana","ror":"https://ror.org/0097mvx21"},{"id":"https://openalex.org/F4320325115","display_name":"Consejer\u00eda de Educaci\u00f3n y Empleo, Junta de Extremadura","ror":"https://ror.org/02a6ezh03"},{"id":"https://openalex.org/F4320328352","display_name":"Junta de Extremadura","ror":"https://ror.org/01df4mv68"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":23,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W1799366690","https://openalex.org/W1885185971","https://openalex.org/W1903029394","https://openalex.org/W2002670936","https://openalex.org/W2121058967","https://openalex.org/W2133665775","https://openalex.org/W2242218935","https://openalex.org/W2245471897","https://openalex.org/W2263468737","https://openalex.org/W2476548250","https://openalex.org/W2503339013","https://openalex.org/W2560755969","https://openalex.org/W2588000623","https://openalex.org/W2589049109","https://openalex.org/W2621121458","https://openalex.org/W2744049459","https://openalex.org/W2747898905","https://openalex.org/W2754841153","https://openalex.org/W2774112877","https://openalex.org/W2809482722","https://openalex.org/W2810821452","https://openalex.org/W6724673846"],"related_works":["https://openalex.org/W2164288075","https://openalex.org/W2384167225","https://openalex.org/W2113182373","https://openalex.org/W4255195499","https://openalex.org/W2088998312","https://openalex.org/W2119005669","https://openalex.org/W2537408670","https://openalex.org/W3004000015","https://openalex.org/W4288598071","https://openalex.org/W2559771220"],"abstract_inverted_index":{"This":[0],"letter":[1],"introduces":[2],"a":[3,13],"novel":[4],"remote":[5,65,133],"sensing":[6,66,134],"singleimage":[7],"superresolution":[8],"(SR)":[9],"architecture":[10],"based":[11],"on":[12,55,85],"deep":[14,20],"efficient":[15],"compendium":[16],"model.":[17],"The":[18],"current":[19],"learning-based":[21],"SR":[22,126],"trend":[23],"stands":[24],"for":[25],"using":[26,123],"deeper":[27],"networks":[28],"to":[29,59,80,107,150],"improve":[30],"the":[31,39,48,56,69,72,93,109,114,118,129,145],"performance.":[32],"However,":[33],"this":[34,46],"practice":[35],"often":[36],"results":[37],"in":[38,105],"degradation":[40],"of":[41,99],"visual":[42],"results.":[43],"To":[44],"address":[45],"issue,":[47],"proposed":[49,146],"approach":[50],"harmonizes":[51],"several":[52],"different":[53,125],"improvements":[54],"network":[57],"design":[58],"achieve":[60],"state-of-the-art":[61],"performance":[62],"when":[63],"superresolving":[64],"imagery.":[67],"On":[68,92],"one":[70],"hand,":[71,95],"proposal":[73],"combines":[74],"residual":[75],"units":[76],"and":[77,88,137],"skip":[78],"connections":[79],"extract":[81],"more":[82],"informative":[83],"features":[84],"both":[86],"local":[87],"global":[89],"image":[90],"areas.":[91],"other":[94],"it":[96],"makes":[97],"use":[98],"parallelized":[100],"1\u00d71":[101],"convolutional":[102],"filters":[103],"(network":[104],"network)":[106],"reconstruct":[108],"superresolved":[110],"result":[111],"while":[112],"reducing":[113],"information":[115],"loss":[116],"through":[117],"network.":[119],"Our":[120],"experiments,":[121],"conducted":[122],"seven":[124],"methods":[127],"over":[128],"well-known":[130],"UC":[131],"Merced":[132],"data":[135],"set,":[136],"two":[138],"additional":[139],"GaoFen-2":[140],"test":[141],"images,":[142],"show":[143],"that":[144],"model":[147],"is":[148],"able":[149],"provide":[151],"competitive":[152],"advantages.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":32},{"year":2024,"cited_by_count":25},{"year":2023,"cited_by_count":21},{"year":2022,"cited_by_count":10},{"year":2021,"cited_by_count":10},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":2}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}
