{"id":"https://openalex.org/W4408861539","doi":"https://doi.org/10.1109/tgrs.2025.3554711","title":"Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud\u2013Edge Collaborative Approach","display_name":"Hyperspectral and Multispectral Image Fusion for Remotely Sensed Target Detection: A New Cloud\u2013Edge Collaborative Approach","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4408861539","doi":"https://doi.org/10.1109/tgrs.2025.3554711"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3554711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3554711","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/A5031361250","display_name":"Zebin Wu","orcid":"https://orcid.org/0000-0002-7162-0202"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zebin Wu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108834915","display_name":"C Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenxin Liu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026027275","display_name":"Jin Sun","orcid":"https://orcid.org/0000-0003-4855-2499"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jin Sun","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070165549","display_name":"Jun Hu","orcid":"https://orcid.org/0000-0001-5602-7876"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Hu","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I36399199"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070343691","display_name":"Zhihui Wei","orcid":"https://orcid.org/0000-0002-4841-6051"},"institutions":[{"id":"https://openalex.org/I36399199","display_name":"Nanjing University of Science and Technology","ror":"https://ror.org/00xp9wg62","country_code":"CN","type":"education","lineage":["https://openalex.org/I36399199"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihui Wei","raw_affiliation_strings":["School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, Jiangsu, China","institution_ids":["https://openalex.org/I36399199"]}]},{"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":"Javier Plaza","raw_affiliation_strings":["Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]},{"author_position":"last","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":"Antonio Plaza","raw_affiliation_strings":["Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain"],"affiliations":[{"raw_affiliation_string":"Department of Technology of Computers and Communications, Hyperspectral Computing Laboratory, University of Extremadura, Cáceres, Spain","institution_ids":["https://openalex.org/I80606768"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5031361250"],"corresponding_institution_ids":["https://openalex.org/I36399199"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.07584907,"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":0.9937999844551086,"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":0.9937999844551086,"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":0.9707000255584717,"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/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9660999774932861,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace Engineering"},"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/multispectral-image","display_name":"Multispectral image","score":0.8851925730705261},{"id":"https://openalex.org/keywords/hyperspectral-imaging","display_name":"Hyperspectral imaging","score":0.8593628406524658},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.7579301595687866},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.6446341872215271},{"id":"https://openalex.org/keywords/cloud-computing","display_name":"Cloud computing","score":0.6104001998901367},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5688298940658569},{"id":"https://openalex.org/keywords/sensor-fusion","display_name":"Sensor fusion","score":0.44044530391693115},{"id":"https://openalex.org/keywords/edge-detection","display_name":"Edge detection","score":0.4392387270927429},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38853397965431213},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38601934909820557},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.36492520570755005},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3442232012748718},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.3266046643257141}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8851925730705261},{"id":"https://openalex.org/C159078339","wikidata":"https://www.wikidata.org/wiki/Q959005","display_name":"Hyperspectral imaging","level":2,"score":0.8593628406524658},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.7579301595687866},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.6446341872215271},{"id":"https://openalex.org/C79974875","wikidata":"https://www.wikidata.org/wiki/Q483639","display_name":"Cloud computing","level":2,"score":0.6104001998901367},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5688298940658569},{"id":"https://openalex.org/C33954974","wikidata":"https://www.wikidata.org/wiki/Q486494","display_name":"Sensor fusion","level":2,"score":0.44044530391693115},{"id":"https://openalex.org/C193536780","wikidata":"https://www.wikidata.org/wiki/Q1513153","display_name":"Edge detection","level":4,"score":0.4392387270927429},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38853397965431213},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38601934909820557},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.36492520570755005},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3442232012748718},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.3266046643257141},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3554711","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3554711","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/G4891962969","display_name":null,"funder_award_id":"BE2022065-2","funder_id":"https://openalex.org/F4320327777","funder_display_name":"Jiangsu Provincial Key Research and Development Program"},{"id":"https://openalex.org/G8684068698","display_name":null,"funder_award_id":"U23B2006","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320327777","display_name":"Jiangsu Provincial Key Research and Development Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":34,"referenced_works":["https://openalex.org/W1899348529","https://openalex.org/W2000135657","https://openalex.org/W2082972783","https://openalex.org/W2097259623","https://openalex.org/W2126105956","https://openalex.org/W2152195021","https://openalex.org/W2157321686","https://openalex.org/W2157846217","https://openalex.org/W2768241383","https://openalex.org/W2911494248","https://openalex.org/W2912145285","https://openalex.org/W2964275574","https://openalex.org/W3007332620","https://openalex.org/W3021150190","https://openalex.org/W3044477028","https://openalex.org/W3087782035","https://openalex.org/W3095567726","https://openalex.org/W3099239430","https://openalex.org/W3123061203","https://openalex.org/W3127815048","https://openalex.org/W3165892790","https://openalex.org/W3186917005","https://openalex.org/W4206900989","https://openalex.org/W4210763428","https://openalex.org/W4225630686","https://openalex.org/W4294663621","https://openalex.org/W4312864291","https://openalex.org/W4319988680","https://openalex.org/W4376607587","https://openalex.org/W4381617366","https://openalex.org/W4390187400","https://openalex.org/W4392902588","https://openalex.org/W4393170779","https://openalex.org/W4403977511"],"related_works":["https://openalex.org/W2072166414","https://openalex.org/W3209970181","https://openalex.org/W2060875994","https://openalex.org/W4318664220","https://openalex.org/W2022304901","https://openalex.org/W2018850895","https://openalex.org/W1987483041","https://openalex.org/W2988577871","https://openalex.org/W4391030644","https://openalex.org/W4205174160"],"abstract_inverted_index":{"Hyperspectral":[0],"target":[1,46],"detection":[2,32,234],"(HTD)":[3],"can":[4,53],"provide":[5],"detailed":[6],"information":[7],"about":[8],"the":[9,45,58,75,108,157,161,186,205,211,224,240],"objects":[10],"and":[11,16,114,127,139,167,219,239],"materials":[12],"within":[13],"a":[14,49,101,135,140,146,153,164,192,199],"scene":[15],"holds":[17],"significant":[18,231],"importance":[19],"in":[20,89,185,233],"remote":[21],"sensing":[22],"image":[23],"analysis.":[24],"Traditional":[25],"HTD":[26,70,104,120,158,227],"methods":[27],"often":[28],"suffer":[29],"from":[30],"low":[31,41],"accuracy":[33,235],"when":[34],"applied":[35],"to":[36,82,133,172,203,210,230],"hyperspectral":[37],"images":[38,64],"(HSIs)":[39],"with":[40,84],"spatial":[42,60],"resolution,":[43],"where":[44],"only":[47],"occupies":[48],"few":[50],"pixels.":[51],"This":[52,98],"be":[54],"addressed":[55],"by":[56],"exploiting":[57],"higher":[59],"resolution":[61],"of":[62,79,110,156,163,180],"multispectral":[63],"(MSIs).":[65],"In":[66],"addition,":[67],"many":[68],"cloud-based":[69],"methods,":[71,238],"which":[72],"rely":[73],"on":[74,107,216],"distributed":[76],"processing":[77,178],"capability":[78],"cloud":[80,165],"computing":[81],"cope":[83],"large-scale":[85],"datasets,":[86],"may":[87],"result":[88],"long":[90],"transmission":[91],"delays":[92],"that":[93,122,223],"cannot":[94],"meet":[95],"real-time":[96],"requirements.":[97],"article":[99],"suggests":[100],"cloud-edge":[102,154,187,241],"collaborative":[103,242],"approach":[105,243],"based":[106],"fusion":[109,184],"remotely":[111,181],"sensed":[112,182],"HSIs":[113],"MSIs.":[115],"We":[116,197],"first":[117],"introduce":[118],"an":[119],"algorithm":[121,159,202,228],"employs":[123],"low-rank":[124],"matrix":[125],"decomposition":[126],"hierarchical":[128],"constraint":[129],"energy":[130],"minimization":[131],"(hCEM)":[132],"fuse":[134],"low-resolution":[136],"HSI":[137],"(LR-HIS)":[138],"high-resolution":[141],"MSI":[142],"(HR-MSI).":[143],"Aiming":[144],"at":[145],"continuous":[147],"shooting":[148],"scenario,":[149],"we":[150],"further":[151,244],"present":[152],"implementation":[155],"through":[160],"collaboration":[162],"cluster":[166],"edge":[168],"servers":[169],"deployed":[170],"close":[171],"data":[173,183],"acquisition":[174],"devices.":[175],"The":[176],"overall":[177],"flow":[179],"environment":[188],"is":[189],"formulated":[190,212],"as":[191],"flowshop":[193],"scheduling-like":[194],"optimization":[195],"problem.":[196,213],"develop":[198],"co-optimization":[200],"scheduling":[201],"explore":[204],"best":[206],"resource":[207],"allocation":[208],"solutions":[209],"Experimental":[214],"results":[215],"both":[217],"general-purpose":[218],"real-world":[220],"datasets":[221],"show":[222],"newly":[225],"proposed":[226],"leads":[229],"improvements":[232],"over":[236],"traditional":[237],"enhances":[245],"computational":[246],"efficiency.":[247]},"counts_by_year":[],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}