{"id":"https://openalex.org/W4413376897","doi":"https://doi.org/10.1007/s40747-025-02046-w","title":"DBSQFusion: a multimodal image fusion method based on dual-channel attention","display_name":"DBSQFusion: a multimodal image fusion method based on dual-channel attention","publication_year":2025,"publication_date":"2025-08-21","ids":{"openalex":"https://openalex.org/W4413376897","doi":"https://doi.org/10.1007/s40747-025-02046-w"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-025-02046-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02046-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02046-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02046-w.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012637178","display_name":"Shaodong Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shaodong Liu","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089524758","display_name":"Faming Shao","orcid":"https://orcid.org/0009-0000-1680-9443"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Faming Shao","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068134783","display_name":"Xiaohui He","orcid":"https://orcid.org/0000-0002-0293-0733"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaohui He","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101805791","display_name":"Jinhong Xue","orcid":"https://orcid.org/0000-0002-8879-6626"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinhong Xue","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101756967","display_name":"Heng Zhang","orcid":"https://orcid.org/0009-0005-2721-8821"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Heng Zhang","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087872098","display_name":"Qing Liu","orcid":"https://orcid.org/0000-0003-2745-3440"},"institutions":[{"id":"https://openalex.org/I4210163363","display_name":"PLA Army Engineering University","ror":"https://ror.org/05mgp8x93","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210163363"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing Liu","raw_affiliation_strings":["College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China"],"affiliations":[{"raw_affiliation_string":"College of Field Engineering, Army Engineering University of PLA, Nanjing, 210007, China","institution_ids":["https://openalex.org/I4210163363"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012637178"],"corresponding_institution_ids":["https://openalex.org/I4210163363"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.28602471,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"11","issue":"10","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":1.0,"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":1.0,"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":0.9965000152587891,"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/T10688","display_name":"Image and Signal Denoising Methods","score":0.9950000047683716,"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/dual","display_name":"Dual (grammatical number)","score":0.7379596829414368},{"id":"https://openalex.org/keywords/computational-intelligence","display_name":"Computational intelligence","score":0.6867800354957581},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5818967223167419},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5548424124717712},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.508297860622406},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5001955032348633},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.48263412714004517},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4649326503276825},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11985418200492859},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.05854037404060364},{"id":"https://openalex.org/keywords/philosophy","display_name":"Philosophy","score":0.0490381121635437}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.7379596829414368},{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.6867800354957581},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5818967223167419},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5548424124717712},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.508297860622406},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5001955032348633},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.48263412714004517},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4649326503276825},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11985418200492859},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.05854037404060364},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0490381121635437}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s40747-025-02046-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02046-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02046-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:8cb536610e734159882131817060ce43","is_oa":true,"landing_page_url":"https://doaj.org/article/8cb536610e734159882131817060ce43","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 10, Pp 1-22 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-025-02046-w","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-025-02046-w","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-025-02046-w.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex &amp; Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G779506136","display_name":null,"funder_award_id":"61671470","funder_id":"https://openalex.org/F4320315254","funder_display_name":"Innovative Research Group Project of the National Natural Science Foundation of China"},{"id":"https://openalex.org/G8264108994","display_name":null,"funder_award_id":"61671470","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320315254","display_name":"Innovative Research Group Project of the National Natural Science Foundation of China","ror":null},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4413376897.pdf","grobid_xml":"https://content.openalex.org/works/W4413376897.grobid-xml"},"referenced_works_count":51,"referenced_works":["https://openalex.org/W1970579918","https://openalex.org/W1974221832","https://openalex.org/W2170245688","https://openalex.org/W2170539513","https://openalex.org/W2559870345","https://openalex.org/W2757470902","https://openalex.org/W2798987894","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2946818007","https://openalex.org/W3011768656","https://openalex.org/W3039415429","https://openalex.org/W3046194589","https://openalex.org/W3102411220","https://openalex.org/W3105639468","https://openalex.org/W3133700567","https://openalex.org/W3153957445","https://openalex.org/W3194059010","https://openalex.org/W4220893768","https://openalex.org/W4286361941","https://openalex.org/W4295521014","https://openalex.org/W4296636440","https://openalex.org/W4301206121","https://openalex.org/W4308310215","https://openalex.org/W4312198350","https://openalex.org/W4317671134","https://openalex.org/W4327922473","https://openalex.org/W4353004344","https://openalex.org/W4353007132","https://openalex.org/W4366147537","https://openalex.org/W4366482244","https://openalex.org/W4385752950","https://openalex.org/W4388099944","https://openalex.org/W4390277127","https://openalex.org/W4392143374","https://openalex.org/W4400102178","https://openalex.org/W4400936992","https://openalex.org/W4401827990","https://openalex.org/W4402125080","https://openalex.org/W4402436719","https://openalex.org/W4402838622","https://openalex.org/W4403398191","https://openalex.org/W4403430247","https://openalex.org/W4403660782","https://openalex.org/W4403981869","https://openalex.org/W4405364185","https://openalex.org/W4406121246","https://openalex.org/W4406741968","https://openalex.org/W4407625296","https://openalex.org/W4408501197","https://openalex.org/W6929235550"],"related_works":["https://openalex.org/W2736674626","https://openalex.org/W2973875853","https://openalex.org/W2317351040","https://openalex.org/W2952466936","https://openalex.org/W1988622314","https://openalex.org/W2373946551","https://openalex.org/W2032636564","https://openalex.org/W2352553236","https://openalex.org/W2350275110","https://openalex.org/W2381578981"],"abstract_inverted_index":{"The":[0],"fusion":[1,32,54],"of":[2,18,71,86,140,161],"infrared":[3,20,106],"and":[4,21,42,45,75,107,132,151],"visible":[5,22,108],"light":[6,23,109],"images":[7,24,74],"is":[8,36,99,126],"a":[9,51,120],"significant":[10],"image":[11,53],"enhancement":[12],"technique":[13],"that":[14],"leverages":[15],"the":[16,31,69,84,90,103,138,141,159],"strengths":[17],"both":[19],"to":[25,82,101,128,157],"achieve":[26],"high-quality":[27],"results.":[28],"However,":[29],"during":[30],"process,":[33],"information":[34,88,112,131],"loss":[35,41],"inevitable.":[37],"To":[38],"minimize":[39],"this":[40,48],"enhance":[43,129],"contrast":[44],"detail":[46],"information,":[47],"paper":[49],"proposes":[50],"novel":[52],"algorithm":[55],"based":[56],"on":[57,148],"attention":[58],"mechanisms,":[59],"termed":[60],"Dual-Branch":[61],"Squared":[62],"Quadratic":[63],"(DBSQ)Fusion.":[64],"This":[65],"method":[66],"fully":[67],"integrates":[68],"characteristics":[70],"different":[72],"source":[73],"processes":[76],"them":[77],"through":[78],"specifically":[79],"designed":[80,100],"channels":[81],"maximize":[83],"retention":[85],"important":[87],"from":[89],"original":[91],"images.":[92],"Additionally,":[93],"Feature":[94],"Contrast":[95],"Enhancement":[96],"Fusion":[97],"Network(FCEFN)":[98],"exploit":[102],"differences":[104],"between":[105],"features,":[110],"enabling":[111],"complementarity":[113],"by":[114],"separating":[115],"these":[116],"distinct":[117],"features.":[118],"Furthermore,":[119],"Sparse":[121],"Multi-scale":[122],"Loss":[123],"function":[124],"(SMLoss)":[125],"employed":[127],"multi-scale":[130],"edge":[133],"textures,":[134],"thereby":[135],"further":[136],"improving":[137],"quality":[139],"fused":[142],"image.":[143],"Extensive":[144],"experiments":[145],"were":[146,155],"conducted":[147],"multiple":[149],"datasets,":[150],"various":[152],"evaluation":[153],"metrics":[154],"utilized":[156],"demonstrate":[158],"superiority":[160],"our":[162],"proposed":[163],"model.":[164]},"counts_by_year":[],"updated_date":"2026-04-21T08:09:41.155169","created_date":"2025-10-10T00:00:00"}
