{"id":"https://openalex.org/W4403295582","doi":"https://doi.org/10.1109/tnnls.2024.3454811","title":"Denoiser Learning for Infrared and Visible Image Fusion","display_name":"Denoiser Learning for Infrared and Visible Image Fusion","publication_year":2024,"publication_date":"2024-10-10","ids":{"openalex":"https://openalex.org/W4403295582","doi":"https://doi.org/10.1109/tnnls.2024.3454811","pmid":"https://pubmed.ncbi.nlm.nih.gov/39388329"},"language":"en","primary_location":{"id":"doi:10.1109/tnnls.2024.3454811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3454811","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5044753048","display_name":"Jinyang Liu","orcid":"https://orcid.org/0000-0003-0429-7422"},"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":"Jinyang 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"],"raw_orcid":"https://orcid.org/0000-0003-0429-7422","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/A5067097659","display_name":"Shutao Li","orcid":"https://orcid.org/0000-0002-0585-9848"},"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":"Shutao Li","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"],"raw_orcid":"https://orcid.org/0000-0002-0585-9848","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/A5102742197","display_name":"L.B. Tan","orcid":"https://orcid.org/0009-0007-8826-7867"},"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":"Lishan Tan","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"],"raw_orcid":"https://orcid.org/0009-0007-8826-7867","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":"last","author":{"id":"https://openalex.org/A5026156663","display_name":"Renwei Dian","orcid":"https://orcid.org/0000-0001-9197-6292"},"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":"Renwei Dian","raw_affiliation_strings":["School of Robotics and the Key Laboratory of Visual Perception and Artificial Intelligence of Hunan Province, Hunan University, Changsha, China"],"raw_orcid":"https://orcid.org/0000-0001-9197-6292","affiliations":[{"raw_affiliation_string":"School of Robotics 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":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16609230"],"apc_list":null,"apc_paid":null,"fwci":1.6912,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.8645766,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"36","issue":"7","first_page":"13470","last_page":"13482"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9991999864578247,"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":0.9991999864578247,"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":0.9775000214576721,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9717000126838684,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.6816328167915344},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5255566835403442},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5200102925300598},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4663583040237427},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.45567426085472107},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4485701620578766},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3897125720977783},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.15083017945289612},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1460529863834381}],"concepts":[{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.6816328167915344},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5255566835403442},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5200102925300598},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4663583040237427},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.45567426085472107},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4485701620578766},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3897125720977783},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.15083017945289612},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1460529863834381},{"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":2,"locations":[{"id":"doi:10.1109/tnnls.2024.3454811","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tnnls.2024.3454811","pdf_url":null,"source":{"id":"https://openalex.org/S4210175523","display_name":"IEEE Transactions on Neural Networks and Learning Systems","issn_l":"2162-237X","issn":["2162-237X","2162-2388"],"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 Neural Networks and Learning Systems","raw_type":"journal-article"},{"id":"pmid:39388329","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/39388329","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE transactions on neural networks and learning systems","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1085509035","display_name":null,"funder_award_id":"62221002","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1326090616","display_name":null,"funder_award_id":"12072366","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2027762821","display_name":null,"funder_award_id":"61890962","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3579516633","display_name":null,"funder_award_id":"2021YFA0715203","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G5190441035","display_name":null,"funder_award_id":"2021YFA0715203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G795713807","display_name":null,"funder_award_id":"62422108","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8696630765","display_name":null,"funder_award_id":"62201205","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/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":63,"referenced_works":["https://openalex.org/W2114207195","https://openalex.org/W2116413081","https://openalex.org/W2116702374","https://openalex.org/W2168783614","https://openalex.org/W2256359941","https://openalex.org/W2266694576","https://openalex.org/W2474462684","https://openalex.org/W2559295071","https://openalex.org/W2787091153","https://openalex.org/W2798724621","https://openalex.org/W2798987894","https://openalex.org/W2809795042","https://openalex.org/W2912147220","https://openalex.org/W2950689937","https://openalex.org/W2963530785","https://openalex.org/W2963787388","https://openalex.org/W2998012573","https://openalex.org/W2998529071","https://openalex.org/W2999838674","https://openalex.org/W3011768656","https://openalex.org/W3014859219","https://openalex.org/W3016410830","https://openalex.org/W3036032447","https://openalex.org/W3039415429","https://openalex.org/W3046194589","https://openalex.org/W3107998196","https://openalex.org/W3108042295","https://openalex.org/W3121751387","https://openalex.org/W3133700567","https://openalex.org/W3134976640","https://openalex.org/W3153957445","https://openalex.org/W3155072588","https://openalex.org/W3158080681","https://openalex.org/W3160815068","https://openalex.org/W3194077607","https://openalex.org/W3206506760","https://openalex.org/W3216678721","https://openalex.org/W4206713196","https://openalex.org/W4210365123","https://openalex.org/W4220893768","https://openalex.org/W4226014430","https://openalex.org/W4283732315","https://openalex.org/W4286361941","https://openalex.org/W4288045761","https://openalex.org/W4302774134","https://openalex.org/W4308310215","https://openalex.org/W4312440143","https://openalex.org/W4312594135","https://openalex.org/W4312750622","https://openalex.org/W4313156423","https://openalex.org/W4318141851","https://openalex.org/W4364352089","https://openalex.org/W4385556680","https://openalex.org/W4387546313","https://openalex.org/W4387789988","https://openalex.org/W4388003935","https://openalex.org/W4388505307","https://openalex.org/W4390357743","https://openalex.org/W4403235758","https://openalex.org/W6681096077","https://openalex.org/W6739696289","https://openalex.org/W6779823529","https://openalex.org/W6783713337"],"related_works":["https://openalex.org/W2788731446","https://openalex.org/W2204403038","https://openalex.org/W3152170969","https://openalex.org/W2379054866","https://openalex.org/W2549658594","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331","https://openalex.org/W2095903272"],"abstract_inverted_index":{"Infrared":[0],"image":[1,5,38,58,87],"(IR)":[2],"and":[3,15,32,50,74,129,171,187],"visible":[4],"(VI)":[6],"fusion":[7,9,59,88,99,186,191],"creates":[8],"images":[10,100,128],"that":[11,176],"contain":[12],"richer":[13],"information":[14,66,155,161,185],"gain":[16],"improved":[17],"visual":[18],"effects.":[19],"Existing":[20],"methods":[21],"generally":[22],"use":[23],"the":[24,37,57,91,118,122,126,150,159,177],"operators":[25],"of":[26,53,125,163,169],"manual":[27],"design,":[28],"such":[29],"as":[30],"intensity":[31],"gradient":[33],"operators,":[34],"to":[35,46,71,81,97,105,132,148],"mine":[36],"information.":[39],"However,":[40],"it":[41,131],"is":[42,69,80,112,146],"hard":[43],"for":[44],"them":[45],"achieve":[47,72,133,181],"a":[48,64,83,108,140,182,189],"complete":[49],"accurate":[51,135],"description":[52],"information,":[54],"which":[55,116,152],"limits":[56],"performance.":[60],"To":[61],"this":[62],"end,":[63],"novel":[65],"measurement":[67,143],"method":[68,179],"proposed":[70,147,178],"IR":[73],"VI":[75],"fusion.":[76],"Its":[77],"core":[78],"idea":[79],"guide":[82,130],"generator":[84,119],"in":[85],"achieving":[86],"by":[89,94,157],"learning":[90],"denoisers.":[92],"Specifically,":[93],"using":[95],"denoisers":[96],"restore":[98],"with":[101,199],"different":[102,164],"noise":[103],"interference":[104],"source":[106,127,165],"images,":[107],"mutual":[109],"competition":[110],"relationship":[111],"formed":[113],"between":[114],"denoisers,":[115],"helps":[117],"thoroughly":[120],"explore":[121],"data":[123],"specificity":[124],"more":[134],"feature":[136],"representation.":[137],"In":[138],"addition,":[139],"semantic":[141,154,160],"adaptive":[142],"loss":[144],"function":[145],"constrain":[149],"generator,":[151],"fuses":[153],"adaptively":[156],"considering":[158],"density":[162],"images.":[166],"The":[167],"results":[168],"quantitative":[170],"qualitative":[172],"experiments":[173],"have":[174],"shown":[175],"can":[180],"higher":[183],"quality":[184],"has":[188],"faster":[190],"speed":[192],"on":[193],"three":[194],"public":[195],"datasets":[196],"when":[197],"compared":[198],"advanced":[200],"methods.":[201]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}