{"id":"https://openalex.org/W4399666329","doi":"https://doi.org/10.1109/tgrs.2024.3414438","title":"All in One: A Unified Network for Hyperspectral Image Fusion","display_name":"All in One: A Unified Network for Hyperspectral Image Fusion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4399666329","doi":"https://doi.org/10.1109/tgrs.2024.3414438"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2024.3414438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3414438","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/A5075787400","display_name":"Yaoting Liu","orcid":"https://orcid.org/0000-0003-2975-3017"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yaoting Liu","raw_affiliation_strings":["College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074349615","display_name":"Xinwei Cheng","orcid":"https://orcid.org/0009-0009-8527-8223"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinwei Cheng","raw_affiliation_strings":["College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064149604","display_name":"Hui Li","orcid":"https://orcid.org/0000-0003-4550-7879"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Li","raw_affiliation_strings":["School of Environment, Beijing Normal University, Beijing, China"],"affiliations":[{"raw_affiliation_string":"School of Environment, Beijing Normal University, Beijing, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064366948","display_name":"Shenglian Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I927504317","display_name":"Nanchang Hangkong University","ror":"https://ror.org/0369pvp92","country_code":"CN","type":"education","lineage":["https://openalex.org/I927504317"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shenglian Luo","raw_affiliation_strings":["Key Laboratory of Jiangxi Province for Persistent Pollutants Control and Resources Recycle, Nanchang Hangkong University, Nanchang, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Jiangxi Province for Persistent Pollutants Control and Resources Recycle, Nanchang Hangkong University, Nanchang, China","institution_ids":["https://openalex.org/I927504317"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025719998","display_name":"Bin Yang","orcid":"https://orcid.org/0000-0001-6127-3385"},"institutions":[{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bin Yang","raw_affiliation_strings":["College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"College of Electrical and Information Engineering and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5075787400"],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":4.3975,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.94892572,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"62","issue":null,"first_page":"1","last_page":"16"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9969000220298767,"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":0.9969000220298767,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9362000226974487,"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/T12157","display_name":"Geochemistry and Geologic Mapping","score":0.9311000108718872,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8063949346542358},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5903834700584412},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5842792987823486},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.511863648891449},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4405538737773895},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4316796362400055},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42891770601272583},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41205689311027527},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.2060765027999878}],"concepts":[{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8063949346542358},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5903834700584412},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5842792987823486},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.511863648891449},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4405538737773895},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4316796362400055},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42891770601272583},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41205689311027527},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.2060765027999878},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2024.3414438","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2024.3414438","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/G1893695154","display_name":null,"funder_award_id":"2022YFD1700802","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3352137334","display_name":null,"funder_award_id":"kq2208036","funder_id":"https://openalex.org/F4320335259","funder_display_name":"Foundation for the Development of Science and Technology Museums in China"},{"id":"https://openalex.org/G3522388266","display_name":null,"funder_award_id":"2023JJ20018","funder_id":"https://openalex.org/F4320322866","funder_display_name":"Natural Science Foundation of Hainan Province"}],"funders":[{"id":"https://openalex.org/F4320322866","display_name":"Natural Science Foundation of Hainan Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335259","display_name":"Foundation for the Development of Science and Technology Museums in China","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W1677182931","https://openalex.org/W1916874600","https://openalex.org/W1940108662","https://openalex.org/W2012946078","https://openalex.org/W2016147261","https://openalex.org/W2067532478","https://openalex.org/W2100109944","https://openalex.org/W2114770744","https://openalex.org/W2116796676","https://openalex.org/W2123046940","https://openalex.org/W2133665775","https://openalex.org/W2171108951","https://openalex.org/W2171845746","https://openalex.org/W2528170672","https://openalex.org/W2562637781","https://openalex.org/W2592312604","https://openalex.org/W2620998106","https://openalex.org/W2775526779","https://openalex.org/W2790491154","https://openalex.org/W2792144524","https://openalex.org/W2805509503","https://openalex.org/W2889107641","https://openalex.org/W2910457605","https://openalex.org/W2948669395","https://openalex.org/W2963183385","https://openalex.org/W2963442801","https://openalex.org/W2980358775","https://openalex.org/W2996290406","https://openalex.org/W3019893222","https://openalex.org/W3044477028","https://openalex.org/W3044657819","https://openalex.org/W3048794210","https://openalex.org/W3081876271","https://openalex.org/W3083606623","https://openalex.org/W3099843321","https://openalex.org/W3120660573","https://openalex.org/W3123265576","https://openalex.org/W3160949528","https://openalex.org/W3181737610","https://openalex.org/W3196711624","https://openalex.org/W3198654240","https://openalex.org/W3202568050","https://openalex.org/W3211923720","https://openalex.org/W3216217554","https://openalex.org/W4206667434","https://openalex.org/W4226328078","https://openalex.org/W4243053434","https://openalex.org/W4282929851","https://openalex.org/W4285176380","https://openalex.org/W4285202680","https://openalex.org/W4288064619","https://openalex.org/W4294663621","https://openalex.org/W4295308383","https://openalex.org/W4311080500","https://openalex.org/W4312340363","https://openalex.org/W4319866034","https://openalex.org/W4320713392","https://openalex.org/W4361801444","https://openalex.org/W4367146812","https://openalex.org/W4378804827","https://openalex.org/W4385255943","https://openalex.org/W4388505065","https://openalex.org/W6631190155","https://openalex.org/W6685078114"],"related_works":["https://openalex.org/W2385371209","https://openalex.org/W4250051149","https://openalex.org/W2083270190","https://openalex.org/W1991437568","https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2095903272"],"abstract_inverted_index":{"Hyperspectral":[0],"image":[1,40,44,49,119],"fusion":[2,41,45,50],"(HIF)":[3],"is":[4,111,130,157,177,204],"pivotal":[5],"in":[6,55,77,80,159],"scientific":[7],"research":[8],"and":[9,47,75,105],"engineering.":[10],"With":[11],"the":[12,56,97,101,103,106,134,139,160,165,199],"fast":[13],"development":[14],"of":[15,59,100,141,169,179,201],"deep":[16],"learning":[17,128],"techniques,":[18],"numerous":[19],"HIF":[20,27,88],"algorithms":[21,193],"have":[22],"been":[23],"proposed.":[24],"However,":[25],"traditional":[26],"algorithms,":[28],"which":[29],"are":[30],"designed":[31,112,158],"specifically":[32],"for":[33],"different":[34,90,145],"input":[35,91,124,146],"conditions,":[36,92],"such":[37],"as":[38],"hyperspectral-multispectral":[39],"(HMF),":[42],"hyperspectral-panchromatic":[43],"(HPF),":[46],"hyperspectral-multispectral-panchromatic":[48],"(HMPF),":[51],"cause":[52],"significant":[53],"inconvenience":[54],"practical":[57],"application":[58],"HIF.":[60],"To":[61],"overcome":[62],"this":[63],"issue,":[64],"we":[65],"propose":[66],"a":[67,115,122,150],"unified":[68],"network":[69,161],"(UniNet)":[70],"that":[71,188],"integrates":[72],"HMF,":[73,102],"HPF,":[74,104],"HMPF":[76,107],"an":[78],"\u201call":[79],"one\u201d":[81],"manner.":[82],"During":[83],"testing,":[84],"UniNet":[85,98,176,189],"can":[86],"perform":[87],"under":[89,121],"enhancing":[93],"its":[94,182],"practicality.":[95],"Specifically,":[96],"consists":[99],"sub-networks.":[108],"Each":[109],"sub-network":[110],"to":[113,132,162],"reconstruct":[114],"high-resolution":[116],"(HR)":[117],"hyperspectral":[118],"(HSI)":[120],"specific":[123],"condition.":[125],"A":[126],"mutual":[127],"strategy":[129],"proposed":[131],"establish":[133],"relationships":[135],"among":[136],"sub-networks,":[137],"enabling":[138],"transfer":[140],"spectral-spatial":[142],"knowledge":[143],"across":[144],"conditions.":[147],"In":[148],"addition,":[149],"multiscale":[151],"gradient":[152],"spatial":[153,166],"attention":[154],"module":[155],"(MGSAM)":[156],"better":[163],"extract":[164],"edge":[167],"details":[168],"HSIs":[170],"at":[171],"multiple":[172],"scales.":[173],"Once":[174],"trained,":[175],"capable":[178],"working":[180],"with":[181,194],"sub-networks":[183],"independently.":[184],"Extensive":[185],"experiments":[186],"show":[187],"outperforms":[190],"18":[191],"state-of-the-art":[192],"five":[195],"HSI":[196],"datasets.":[197],"Furthermore,":[198],"effectiveness":[200],"our":[202],"algorithm":[203],"validated":[205],"through":[206],"ablation":[207],"experiments.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":5}],"updated_date":"2025-12-26T23:08:49.675405","created_date":"2025-10-10T00:00:00"}