{"id":"https://openalex.org/W4412605440","doi":"https://doi.org/10.1109/tgrs.2025.3591806","title":"Unleashing Fourier-Domain Potential: Spatial\u2013Spectral Reconstruction Framework for Remote Sensing Pansharpening","display_name":"Unleashing Fourier-Domain Potential: Spatial\u2013Spectral Reconstruction Framework for Remote Sensing Pansharpening","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412605440","doi":"https://doi.org/10.1109/tgrs.2025.3591806"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3591806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3591806","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","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/A5101243002","display_name":"Mengting Ma","orcid":null},"institutions":[{"id":"https://openalex.org/I168879160","display_name":"Zhejiang University of Science and Technology","ror":"https://ror.org/05mx0wr29","country_code":"CN","type":"education","lineage":["https://openalex.org/I168879160"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengting Ma","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I168879160"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110780911","display_name":"Yixiao Jiang","orcid":"https://orcid.org/0009-0005-1495-7932"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yizhen Jiang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0005-1495-7932","affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Mengjiao Zhao","orcid":"https://orcid.org/0009-0006-1814-2404"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mengjiao Zhao","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0009-0006-1814-2404","affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100652936","display_name":"Xiaowen Ma","orcid":"https://orcid.org/0000-0001-5031-2641"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaowen Ma","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-5031-2641","affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032869178","display_name":"Wei Zhang","orcid":"https://orcid.org/0000-0002-4424-079X"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Software Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-4424-079X","affiliations":[{"raw_affiliation_string":"School of Software Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5053061988","display_name":"Siyang Song","orcid":"https://orcid.org/0000-0003-2339-5685"},"institutions":[{"id":"https://openalex.org/I23923803","display_name":"University of Exeter","ror":"https://ror.org/03yghzc09","country_code":"GB","type":"education","lineage":["https://openalex.org/I23923803"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Siyang Song","raw_affiliation_strings":["HBUG Lab, University of Exeter, Exeter, U.K","HBUG lab, University of Exeter, UK"],"raw_orcid":"https://orcid.org/0000-0003-2339-5685","affiliations":[{"raw_affiliation_string":"HBUG Lab, University of Exeter, Exeter, U.K","institution_ids":["https://openalex.org/I23923803"]},{"raw_affiliation_string":"HBUG lab, University of Exeter, UK","institution_ids":["https://openalex.org/I23923803"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22517589,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"13"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9725000262260437,"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":0.9725000262260437,"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/T10111","display_name":"Remote Sensing in Agriculture","score":0.9672999978065491,"subfield":{"id":"https://openalex.org/subfields/2303","display_name":"Ecology"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11588","display_name":"Atmospheric and Environmental Gas Dynamics","score":0.955299973487854,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.8049503564834595},{"id":"https://openalex.org/keywords/fourier-transform","display_name":"Fourier transform","score":0.531850278377533},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5073258280754089},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.4410378932952881},{"id":"https://openalex.org/keywords/iterative-reconstruction","display_name":"Iterative reconstruction","score":0.4124314785003662},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.386112242937088},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.36966145038604736},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.2548115849494934},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.13378974795341492}],"concepts":[{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.8049503564834595},{"id":"https://openalex.org/C102519508","wikidata":"https://www.wikidata.org/wiki/Q6520159","display_name":"Fourier transform","level":2,"score":0.531850278377533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5073258280754089},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.4410378932952881},{"id":"https://openalex.org/C141379421","wikidata":"https://www.wikidata.org/wiki/Q6094427","display_name":"Iterative reconstruction","level":2,"score":0.4124314785003662},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.386112242937088},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.36966145038604736},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.2548115849494934},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.13378974795341492},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3591806","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3591806","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Transactions on Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3766605063","display_name":null,"funder_award_id":"2023Z130","funder_id":"https://openalex.org/F4320334010","funder_display_name":"Key Research and Development Program of Ningxia"},{"id":"https://openalex.org/G5378667425","display_name":null,"funder_award_id":"2024JC-YBMS-569","funder_id":"https://openalex.org/F4320324173","funder_display_name":"Natural Science Foundation of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320324173","display_name":"Natural Science Foundation of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320334010","display_name":"Key Research and Development Program of Ningxia","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1990231296","https://openalex.org/W1991460509","https://openalex.org/W1998030312","https://openalex.org/W2000323021","https://openalex.org/W2001800591","https://openalex.org/W2022075948","https://openalex.org/W2054440797","https://openalex.org/W2064366277","https://openalex.org/W2100329651","https://openalex.org/W2112693869","https://openalex.org/W2123046940","https://openalex.org/W2139529730","https://openalex.org/W2144436897","https://openalex.org/W2171108951","https://openalex.org/W2194775991","https://openalex.org/W2293167795","https://openalex.org/W2462592242","https://openalex.org/W2509784253","https://openalex.org/W2775207294","https://openalex.org/W2777033955","https://openalex.org/W2809635958","https://openalex.org/W2948669395","https://openalex.org/W2963183385","https://openalex.org/W3023221758","https://openalex.org/W3035294798","https://openalex.org/W3081397212","https://openalex.org/W3172472472","https://openalex.org/W3175432749","https://openalex.org/W3179253672","https://openalex.org/W3181737610","https://openalex.org/W3183864931","https://openalex.org/W3198507020","https://openalex.org/W3203670180","https://openalex.org/W4226068212","https://openalex.org/W4283815286","https://openalex.org/W4288391574","https://openalex.org/W4312340363","https://openalex.org/W4312534259","https://openalex.org/W4312958254","https://openalex.org/W4313023779","https://openalex.org/W4313071068","https://openalex.org/W4313133670","https://openalex.org/W4375802462","https://openalex.org/W4376226279","https://openalex.org/W4379033772","https://openalex.org/W4384625597","https://openalex.org/W4385764454","https://openalex.org/W4386075678","https://openalex.org/W4390872557","https://openalex.org/W4390873230","https://openalex.org/W4393149604","https://openalex.org/W4393282389","https://openalex.org/W4399039901","https://openalex.org/W4399728165","https://openalex.org/W4402716266","https://openalex.org/W4403780738","https://openalex.org/W4405140576"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W3034375524","https://openalex.org/W4230131218","https://openalex.org/W2404757046","https://openalex.org/W2070598848","https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190"],"abstract_inverted_index":{"Pansharpening":[0],"aims":[1],"to":[2,64,79,208,241],"generate":[3,147,172],"high-resolution":[4,16],"multispectral":[5,13],"(HR-MS)":[6],"images":[7,116,170],"by":[8,95],"fusing":[9],"the":[10,21,40,87,96,108,137,163,173,183,211,236],"corresponding":[11],"low-resolution":[12],"(LR-MS)":[14],"and":[15,44,51,70,75,83,110,124,155,168,194,213,232],"panchromatic":[17],"(PAN)":[18],"images.":[19],"While":[20],"spatial-spectral":[22,42,105],"properties":[23,53,85,112,234],"modeling":[24,39,230],"plays":[25],"crucial":[26,97],"roles":[27],"in":[28,99,121,127,143,228,251],"generating":[29],"high-quality":[30],"HR-MS":[31,89,153,179,238],"images,":[32],"existing":[33],"approaches":[34],"suffer":[35],"from:":[36],"1)":[37],"directly":[38],"entangled":[41],"properties;":[43],"2)":[45],"lacking":[46],"task-specific":[47],"priors":[48],"for":[49,86,151,177,216,235],"spatial":[50,82,109,131,148,192,231],"spectral":[52,84,111,157,175,199,233],"modeling.":[54],"This":[55],"paper":[56],"proposes":[57],"a":[58,188,195],"novel":[59],"Fourier":[60,100,128,144,225],"domain-based":[61],"approach":[62],"(Fourier-SSR)":[63],"address":[65],"these":[66],"problems,":[67],"where":[68],"phase":[69,123,138,212],"amplitude":[71,125,164,214],"components":[72,126,165,215],"of":[73,104,113,140,166],"PAN":[74,141,167],"LR-MS":[76,169],"are":[77],"considered":[78],"individually":[80,119,209,229],"model":[81],"target":[88,152,178,217,237],"image.":[90,180],"Our":[91,247],"Fourier-SSR":[92],"is":[93,249],"motivated":[94],"findings":[98],"domain:":[101],"(i)":[102],"manifestation":[103],"properties,":[106],"i.e.,":[107,134,160],"remote":[114],"sensing":[115],"can":[117],"be":[118],"manifested":[120],"their":[122],"domain;":[129],"(ii)":[130],"property-related":[132,158],"prior,":[133,159],"only":[135],"reconstructing":[136],"component":[139],"image":[142],"domain,":[145],"could":[146,171],"property":[149,176],"required":[150,174],"image;":[154],"(iii)":[156],"jointly":[161],"models":[162],"Based":[181],"on":[182],"aforementioned":[184],"findings,":[185],"we":[186],"design":[187],"<italic":[189,196],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[190,197],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">Fourier-guided":[191,198],"Mixer</i>":[193],"Mixer</i>,":[200],"which":[201],"innovatively":[202],"employ":[203],"complex":[204],"feature":[205],"interaction":[206],"strategies":[207],"reconstruct":[210],"HR-MS.":[218],"Experiments":[219],"show":[220],"that":[221],"our":[222],"methods":[223],"unleash":[224],"domain":[226],"potential":[227],"image,":[239],"leading":[240],"superior":[242],"performance":[243],"over":[244],"previous":[245],"state-of-the-art.":[246],"code":[248],"provided":[250],"Supplementary":[252],"Material.":[253]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
