{"id":"https://openalex.org/W4400680040","doi":"https://doi.org/10.1109/jstars.2024.3429423","title":"Efficient Pansharpening by Joint-Modality Recursive Training","display_name":"Efficient Pansharpening by Joint-Modality Recursive Training","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4400680040","doi":"https://doi.org/10.1109/jstars.2024.3429423"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3429423","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3429423","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2024.3429423","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5041574741","display_name":"Qilei Li","orcid":"https://orcid.org/0000-0002-9675-9016"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I166337079","display_name":"Queen Mary University of London","ror":"https://ror.org/026zzn846","country_code":"GB","type":"education","lineage":["https://openalex.org/I124357947","https://openalex.org/I166337079"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Qilei Li","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K"],"raw_orcid":"https://orcid.org/0000-0002-9675-9016","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"School of Electronic Engineering and Computer Science, Queen Mary University of London, London, U.K","institution_ids":["https://openalex.org/I166337079"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091304826","display_name":"Wenhao Song","orcid":"https://orcid.org/0009-0005-2982-8762"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenhao Song","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China"],"raw_orcid":"https://orcid.org/0009-0005-2982-8762","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026551711","display_name":"Mingliang Gao","orcid":"https://orcid.org/0000-0001-7273-7499"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Gao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China"],"raw_orcid":"https://orcid.org/0000-0001-7273-7499","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051542867","display_name":"Wenzhe Zhai","orcid":"https://orcid.org/0000-0003-0996-6832"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenzhe Zhai","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5104858659","display_name":"Jianhao Sun","orcid":null},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianhao Sun","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049449184","display_name":"Gwanggil Jeon","orcid":"https://orcid.org/0000-0002-0651-4278"},"institutions":[{"id":"https://openalex.org/I119203015","display_name":"Shandong University of Technology","ror":"https://ror.org/02mr3ar13","country_code":"CN","type":"education","lineage":["https://openalex.org/I119203015"]},{"id":"https://openalex.org/I146429904","display_name":"Incheon National University","ror":"https://ror.org/02xf7p935","country_code":"KR","type":"education","lineage":["https://openalex.org/I146429904"]}],"countries":["CN","KR"],"is_corresponding":false,"raw_author_name":"Gwanggil Jeon","raw_affiliation_strings":["School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","Department of Embedded Systems Engineering, Incheon National University, Incheon, South Korea"],"raw_orcid":"https://orcid.org/0000-0002-0651-4278","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, Shandong University of Technology, Zibo, China","institution_ids":["https://openalex.org/I119203015"]},{"raw_affiliation_string":"Department of Embedded Systems Engineering, Incheon National University, Incheon, South Korea","institution_ids":["https://openalex.org/I146429904"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.1616476,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"17","issue":null,"first_page":"13376","last_page":"13386"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T12015","display_name":"Photoacoustic and Ultrasonic Imaging","score":0.9987000226974487,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11019","display_name":"Image Enhancement Techniques","score":0.9986000061035156,"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":0.6862772107124329},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6681298017501831},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.6662170886993408},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5179942846298218},{"id":"https://openalex.org/keywords/training","display_name":"Training (meteorology)","score":0.45354217290878296},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32455939054489136}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6862772107124329},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6681298017501831},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.6662170886993408},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5179942846298218},{"id":"https://openalex.org/C2777211547","wikidata":"https://www.wikidata.org/wiki/Q17141490","display_name":"Training (meteorology)","level":2,"score":0.45354217290878296},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32455939054489136},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3429423","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3429423","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2c689466a915485ba650db119b6036f4","is_oa":true,"landing_page_url":"https://doaj.org/article/2c689466a915485ba650db119b6036f4","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 13376-13386 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3429423","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3429423","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":56,"referenced_works":["https://openalex.org/W1885185971","https://openalex.org/W1986629820","https://openalex.org/W2022075948","https://openalex.org/W2054440797","https://openalex.org/W2088538848","https://openalex.org/W2119144962","https://openalex.org/W2158537567","https://openalex.org/W2414425402","https://openalex.org/W2462592242","https://openalex.org/W2463071499","https://openalex.org/W2560449954","https://openalex.org/W2619662254","https://openalex.org/W2626256601","https://openalex.org/W2765749804","https://openalex.org/W2766278341","https://openalex.org/W2792142731","https://openalex.org/W2900103250","https://openalex.org/W2903301943","https://openalex.org/W2921660688","https://openalex.org/W2935896423","https://openalex.org/W2941387379","https://openalex.org/W2952198026","https://openalex.org/W2963007295","https://openalex.org/W2963163009","https://openalex.org/W2963183385","https://openalex.org/W2964275574","https://openalex.org/W2975233290","https://openalex.org/W2982083293","https://openalex.org/W2986860520","https://openalex.org/W3010250471","https://openalex.org/W3015194782","https://openalex.org/W3023991509","https://openalex.org/W3043367036","https://openalex.org/W3088339669","https://openalex.org/W3096904276","https://openalex.org/W3109408464","https://openalex.org/W3115223653","https://openalex.org/W3121629662","https://openalex.org/W3131500599","https://openalex.org/W3170841864","https://openalex.org/W3174765561","https://openalex.org/W3181367324","https://openalex.org/W4213256221","https://openalex.org/W4225982893","https://openalex.org/W4233139276","https://openalex.org/W4283814658","https://openalex.org/W4297775537","https://openalex.org/W4313071068","https://openalex.org/W4317761513","https://openalex.org/W4372301344","https://openalex.org/W6677580257","https://openalex.org/W6691459498","https://openalex.org/W6737664043","https://openalex.org/W6762718338","https://openalex.org/W6763701032","https://openalex.org/W6838464298"],"related_works":["https://openalex.org/W230091440","https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2233261550","https://openalex.org/W2810751659","https://openalex.org/W258997015","https://openalex.org/W2997094352","https://openalex.org/W3216976533","https://openalex.org/W2033914206","https://openalex.org/W2042327336"],"abstract_inverted_index":{"Multispectral":[0],"images":[1,25,190],"captured":[2],"by":[3,17,100,150],"remote":[4,84],"sensing":[5,85],"systems":[6],"usually":[7],"have":[8],"low":[9],"spatial":[10,197],"resolution.":[11,198],"Pansharpening":[12],"offers":[13],"a":[14,27,90,138,144],"promising":[15],"solution":[16],"enhancing":[18],"the":[19,31,45,114,123,130,156,165,170,182,202,205],"resolution":[20,115],"of":[21,116,159,167,204],"these":[22,68],"low-resolution":[23],"multispectral":[24,29,189],"to":[26,63,112,142],"high-resolution":[28],"without":[30],"need":[32],"for":[33,81],"costly":[34],"hardware":[35],"upgrades.":[36],"Existing":[37],"methods":[38,51,60],"employ":[39,137],"either":[40],"CNN":[41,133],"or":[42],"Transformer":[43],"as":[44],"feature":[46],"extractor":[47],"backbone,":[48],"however,":[49],"CNN-based":[50],"are":[52,61],"weak":[53],"in":[54,169,193],"capturing":[55],"long-distance":[56],"correlation,":[57],"and":[58,107,132,136,147,153,177,196],"Transformer-based":[59],"limited":[62],"extracting":[64],"fine-grain":[65],"detail.":[66],"Moreover,":[67],"models":[69],"achieve":[70],"impressive":[71],"results":[72,200],"with":[73],"numerous":[74],"learnable":[75],"parameters,":[76],"which":[77],"makes":[78],"them":[79],"impractical":[80],"integration":[82],"into":[83],"systems.":[86],"In":[87],"this":[88],"work,":[89],"parameter-efficient":[91],"pansharpening":[92],"model,":[93],"named":[94],"joint-modality":[95],"association":[96,140],"network,":[97],"is":[98],"built":[99],"leveraging":[101],"complementary":[102,124],"information":[103,125,179],"from":[104,126,173],"multiple":[105],"modalities":[106],"recursive":[108,160],"training.":[109],"It":[110],"aims":[111],"improve":[113],"remote-sensing":[117],"images.":[118],"Specifically,":[119],"we":[120],"efficiently":[121],"leverage":[122],"different":[127],"modalities,":[128],"including":[129],"transformer":[131],"joint":[134],"block,":[135],"hierarchical":[139],"mechanism":[141,158],"create":[143],"more":[145],"distinctive":[146],"informative":[148],"representation":[149],"associating":[151],"intramodality":[152],"cross-modality.":[154],"Furthermore,":[155],"parameter-sharing":[157],"training":[161],"can":[162,185],"effectively":[163],"reduce":[164],"number":[166],"parameters":[168],"model.":[171],"Benefiting":[172],"its":[174],"lightweight":[175],"design":[176],"effective":[178],"fusion":[180],"strategy,":[181],"proposed":[183,206],"method":[184,207],"generate":[186],"faithful":[187],"super-resolved":[188],"that":[191],"excel":[192],"both":[194],"spectral":[195],"Experimental":[199],"show":[201],"superiority":[203],"over":[208],"extensive":[209],"benchmarks.":[210]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}