{"id":"https://openalex.org/W4408210015","doi":"https://doi.org/10.1108/ijicc-10-2024-0516","title":"UFEFusion: a new visible-infrared image fusion model combined with CBAM","display_name":"UFEFusion: a new visible-infrared image fusion model combined with CBAM","publication_year":2025,"publication_date":"2025-03-05","ids":{"openalex":"https://openalex.org/W4408210015","doi":"https://doi.org/10.1108/ijicc-10-2024-0516"},"language":"en","primary_location":{"id":"doi:10.1108/ijicc-10-2024-0516","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-10-2024-0516","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","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/A5063008488","display_name":"Yawei Ren","orcid":null},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Yawei Ren","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Rui Zhou","orcid":"https://orcid.org/0009-0005-3854-565X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rui Zhou","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0009-0005-3854-565X","affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5100362041","display_name":"Jun Li","orcid":"https://orcid.org/0000-0003-1613-9448"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Jun Li","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5063008488"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.05260269,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"18","issue":"2","first_page":"326","last_page":"352"},"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":0.9976999759674072,"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":0.992900013923645,"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/computer-science","display_name":"Computer science","score":0.7062618732452393},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.6663401126861572},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5994842052459717},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.5503399968147278},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5482240319252014},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.508241593837738},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4902346730232239},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.10460373759269714},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.050572365522384644}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7062618732452393},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.6663401126861572},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5994842052459717},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.5503399968147278},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5482240319252014},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.508241593837738},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4902346730232239},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.10460373759269714},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.050572365522384644},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1108/ijicc-10-2024-0516","is_oa":false,"landing_page_url":"https://doi.org/10.1108/ijicc-10-2024-0516","pdf_url":null,"source":{"id":"https://openalex.org/S124503262","display_name":"International Journal of Intelligent Computing and Cybernetics","issn_l":"1756-378X","issn":["1756-378X","1756-3798"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319811","host_organization_name":"Emerald Publishing Limited","host_organization_lineage":["https://openalex.org/P4310319811"],"host_organization_lineage_names":["Emerald Publishing Limited"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Intelligent Computing and Cybernetics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":52,"referenced_works":["https://openalex.org/W2798987894","https://openalex.org/W2809216229","https://openalex.org/W2912147220","https://openalex.org/W2963530785","https://openalex.org/W2963787388","https://openalex.org/W2998012573","https://openalex.org/W2998529071","https://openalex.org/W2999838674","https://openalex.org/W3004547714","https://openalex.org/W3011356675","https://openalex.org/W3011768656","https://openalex.org/W3014859219","https://openalex.org/W3030921250","https://openalex.org/W3035441328","https://openalex.org/W3035467948","https://openalex.org/W3039415429","https://openalex.org/W3046194589","https://openalex.org/W3102411220","https://openalex.org/W3105639468","https://openalex.org/W3107998196","https://openalex.org/W3121751387","https://openalex.org/W3129015415","https://openalex.org/W3129817135","https://openalex.org/W3130695101","https://openalex.org/W3133700567","https://openalex.org/W3158080681","https://openalex.org/W3171420223","https://openalex.org/W3194077607","https://openalex.org/W3210248126","https://openalex.org/W4200018171","https://openalex.org/W4206713196","https://openalex.org/W4298009304","https://openalex.org/W4309117966","https://openalex.org/W4312062630","https://openalex.org/W4312440143","https://openalex.org/W4319663704","https://openalex.org/W4367146915","https://openalex.org/W4386076504","https://openalex.org/W4386590333","https://openalex.org/W4388125357","https://openalex.org/W4389230098","https://openalex.org/W4390241455","https://openalex.org/W4390534246","https://openalex.org/W4392207961","https://openalex.org/W4394712347","https://openalex.org/W4394995276","https://openalex.org/W4395056425","https://openalex.org/W4398157455","https://openalex.org/W4399259118","https://openalex.org/W4399469135","https://openalex.org/W4401017248","https://openalex.org/W4401114097"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272","https://openalex.org/W1989561795"],"abstract_inverted_index":{"Purpose":[0],"Current":[1],"multi-source":[2],"image":[3,35],"fusion":[4,58],"methods":[5,126],"frequently":[6],"overlook":[7],"the":[8,37,62,66,73,87,92,98,105,115,133,144,175,182,192,205],"issue":[9],"of":[10,39,44,65,135,143,184],"detailed":[11,185],"features":[12,89,186,199],"when":[13],"employing":[14],"deep":[15],"learning":[16],"technology,":[17],"resulting":[18],"in":[19,91,147],"inadequate":[20],"target":[21,40],"feature":[22,41,207],"information.":[23],"In":[24],"real-world":[25],"mission":[26],"scenarios,":[27],"such":[28,127],"as":[29,128],"military":[30],"information":[31,42,141],"acquisition":[32],"or":[33],"medical":[34],"enhancement,":[36],"prominence":[38],"is":[43],"paramount":[45],"importance.":[46],"To":[47],"address":[48],"these":[49],"challenges,":[50],"this":[51,70,148],"paper":[52,71,149,167],"introduces":[53],"a":[54,79,169],"novel":[55],"infrared-visible":[56],"light":[57],"model.":[59],"Design/methodology/approach":[60],"Leveraging":[61],"foundational":[63],"architecture":[64],"traditional":[67],"DenseFuse":[68],"model,":[69],"optimizes":[72],"backbone":[74],"network":[75],"structure":[76],"and":[77,104,107,113,118,139,154,196],"incorporates":[78],"Unique":[80],"Feature":[81],"Encoder":[82],"(UFE)":[83],"to":[84,111,124,179,188],"meticulously":[85],"extract":[86],"distinctive":[88],"inherent":[90],"two":[93],"images.":[94],"Furthermore,":[95],"it":[96],"integrates":[97],"Convolutional":[99],"Block":[100],"Attention":[101],"Module":[102],"(CBAM)":[103],"Squeeze":[106],"Excitation":[108],"Network":[109],"(SE)":[110],"enhance":[112],"replace":[114],"original":[116],"spatial":[117],"channel":[119],"attention":[120,177],"mechanisms.":[121],"Findings":[122],"Compared":[123],"other":[125,163,189],"IFCNN,":[129],"NestFuse,":[130],"DenseFuse,":[131],"etc.,":[132],"values":[134],"entropy,":[136],"standard":[137],"deviation,":[138],"mutual":[140],"index":[142],"method":[145],"presented":[146],"can":[150],"reach":[151],"6.9985,":[152],"82.6652,":[153],"13.6022,":[155],"respectively,":[156],"which":[157],"are":[158],"significantly":[159],"improved":[160],"compared":[161],"with":[162,174],"methods.":[164,190],"Originality/value":[165],"This":[166],"presents":[168],"UFEFusion":[170],"framework":[171,193],"that":[172],"synergizes":[173],"CBAM":[176],"mechanism":[178],"markedly":[180],"augment":[181],"extraction":[183],"relative":[187],"Moreover,":[191],"adeptly":[194],"extracts":[195],"amplifies":[197],"unique":[198],"from":[200],"disparate":[201],"images,":[202],"thereby":[203],"elevating":[204],"overall":[206],"representation":[208],"capability.":[209]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}