{"id":"https://openalex.org/W4402436719","doi":"https://doi.org/10.1109/tim.2024.3457951","title":"SIGFusion: Semantic Information-Guided Infrared and Visible Image Fusion","display_name":"SIGFusion: Semantic Information-Guided Infrared and Visible Image Fusion","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4402436719","doi":"https://doi.org/10.1109/tim.2024.3457951"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3457951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3457951","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","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/A5037048102","display_name":"Guohua Lv","orcid":"https://orcid.org/0000-0003-3550-8026"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guohua Lv","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-3550-8026","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5107125934","display_name":"Chaoqun Sima","orcid":"https://orcid.org/0009-0001-4444-4776"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chaoqun Sima","raw_affiliation_strings":["Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), China"],"raw_orcid":"https://orcid.org/0009-0001-4444-4776","affiliations":[{"raw_affiliation_string":"Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]},{"raw_affiliation_string":"Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044768328","display_name":"Yongbiao Gao","orcid":"https://orcid.org/0000-0002-1005-8965"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongbiao Gao","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-1005-8965","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013015632","display_name":"Aimei Dong","orcid":"https://orcid.org/0000-0002-1678-2989"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Aimei Dong","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0002-1678-2989","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035604580","display_name":"Guangxiao Ma","orcid":"https://orcid.org/0000-0002-8968-9304"},"institutions":[{"id":"https://openalex.org/I80143920","display_name":"Shandong University of Science and Technology","ror":"https://ror.org/04gtjhw98","country_code":"CN","type":"education","lineage":["https://openalex.org/I80143920"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guangxiao Ma","raw_affiliation_strings":["College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China"],"raw_orcid":"https://orcid.org/0000-0002-8968-9304","affiliations":[{"raw_affiliation_string":"College of Computer Science and Engineering, Shandong University of Science and Technology, Qingdao, China","institution_ids":["https://openalex.org/I80143920"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033606456","display_name":"Jinyong Cheng","orcid":"https://orcid.org/0000-0003-3432-4831"},"institutions":[{"id":"https://openalex.org/I152269853","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608","country_code":"CN","type":"education","lineage":["https://openalex.org/I152269853"]},{"id":"https://openalex.org/I4210142748","display_name":"Shandong Academy of Sciences","ror":"https://ror.org/04y8d6y55","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinyong Cheng","raw_affiliation_strings":["Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China"],"raw_orcid":"https://orcid.org/0000-0003-3432-4831","affiliations":[{"raw_affiliation_string":"Key Laboratory of Computing Power Network and Information Security, Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan) and the Faculty of Computer Science and Technology, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853"]},{"raw_affiliation_string":"Ministry of Education, Shandong Computer Science Center (National Supercomputer Center in Jinan), Key Laboratory of Computing Power Network and Information Security, Qilu University of Technology (Shandong Academy of Sciences), Jinan, China","institution_ids":["https://openalex.org/I152269853","https://openalex.org/I4210142748"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":4.268,"has_fulltext":false,"cited_by_count":23,"citation_normalized_percentile":{"value":0.94943119,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"18"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9947999715805054,"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":0.9947999715805054,"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":0.9068999886512756,"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/infrared","display_name":"Infrared","score":0.6490856409072876},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.5826805233955383},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5272274017333984},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5256173014640808},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.521540641784668},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.4883086681365967},{"id":"https://openalex.org/keywords/information-fusion","display_name":"Information fusion","score":0.43559083342552185},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.35824498534202576},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2077263593673706},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1547144651412964}],"concepts":[{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.6490856409072876},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.5826805233955383},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5272274017333984},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5256173014640808},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.521540641784668},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.4883086681365967},{"id":"https://openalex.org/C2982962833","wikidata":"https://www.wikidata.org/wiki/Q17092450","display_name":"Information fusion","level":2,"score":0.43559083342552185},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.35824498534202576},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2077263593673706},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1547144651412964},{"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:10.1109/tim.2024.3457951","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3457951","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"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 Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3286842753","display_name":null,"funder_award_id":"ZR2022MF237","funder_id":"https://openalex.org/F4320324174","funder_display_name":"Natural Science Foundation of Shandong Province"},{"id":"https://openalex.org/G6318544388","display_name":null,"funder_award_id":"2023JBZ02","funder_id":"https://openalex.org/F4320328720","funder_display_name":"Qilu University of Technology"}],"funders":[{"id":"https://openalex.org/F4320324174","display_name":"Natural Science Foundation of Shandong Province","ror":null},{"id":"https://openalex.org/F4320328720","display_name":"Qilu University of Technology","ror":"https://ror.org/04hyzq608"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":65,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1708141795","https://openalex.org/W1973108727","https://openalex.org/W1988649016","https://openalex.org/W2026651590","https://openalex.org/W2060271753","https://openalex.org/W2065428319","https://openalex.org/W2074907730","https://openalex.org/W2081195086","https://openalex.org/W2091484864","https://openalex.org/W2103504761","https://openalex.org/W2113494422","https://openalex.org/W2133665775","https://openalex.org/W2194775991","https://openalex.org/W2266694576","https://openalex.org/W2774839435","https://openalex.org/W2787091153","https://openalex.org/W2798018774","https://openalex.org/W2798987894","https://openalex.org/W2809795042","https://openalex.org/W2891958586","https://openalex.org/W2912147220","https://openalex.org/W2963037989","https://openalex.org/W2963134949","https://openalex.org/W2963446712","https://openalex.org/W2963530785","https://openalex.org/W2971071255","https://openalex.org/W2998674422","https://openalex.org/W3011768656","https://openalex.org/W3023203534","https://openalex.org/W3025800305","https://openalex.org/W3046194589","https://openalex.org/W3092444386","https://openalex.org/W3107998196","https://openalex.org/W3108042295","https://openalex.org/W3110670586","https://openalex.org/W3121751387","https://openalex.org/W3126855404","https://openalex.org/W3129015415","https://openalex.org/W3152132512","https://openalex.org/W3158080681","https://openalex.org/W3194077607","https://openalex.org/W3206506760","https://openalex.org/W3206748188","https://openalex.org/W3216678721","https://openalex.org/W4206713196","https://openalex.org/W4220893768","https://openalex.org/W4283732315","https://openalex.org/W4285224173","https://openalex.org/W4286361941","https://openalex.org/W4304080362","https://openalex.org/W4308310215","https://openalex.org/W4312594135","https://openalex.org/W4312750622","https://openalex.org/W4313267411","https://openalex.org/W4317987737","https://openalex.org/W4365798410","https://openalex.org/W4367147113","https://openalex.org/W4378697028","https://openalex.org/W4379209584","https://openalex.org/W4386918757","https://openalex.org/W4388553413","https://openalex.org/W4403235758","https://openalex.org/W6631190155","https://openalex.org/W6766978945"],"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/W2095903272","https://openalex.org/W2370195708","https://openalex.org/W1490651872","https://openalex.org/W2139242969","https://openalex.org/W2284201331"],"abstract_inverted_index":{"In":[0,134,157],"the":[1,6,19,27,39,47,74,81,89,137,151,155,159,166,172,185,209],"field":[2],"of":[3,8,22,29,49,80,91,140,161,168,211],"image":[4,25,68,83,200,218],"fusion,":[5],"fusion":[7,31,35,100,125,201,219],"infrared":[9,65,117,142,215],"and":[10,42,66,77,101,118,188,202,216],"visible":[11,67,119,144,217],"images":[12],"emerges":[13],"as":[14,111,221,223],"a":[15],"crucial":[16],"work,":[17],"retaining":[18],"inherent":[20],"characteristics":[21],"each":[23],"source":[24,173,230],"for":[26,64],"creation":[28],"high-quality":[30],"images.":[32,120],"However,":[33],"existing":[34],"algorithms":[36],"primarily":[37],"prioritize":[38],"visual":[40,75],"performance":[41,76,98],"statistical":[43,78],"metrics,":[44],"often":[45],"neglecting":[46],"requisites":[48],"high-level":[50,93,102,203,226],"vision":[51,94,103,204,227],"tasks.":[52,104,205,228],"To":[53],"bridge":[54],"this":[55,57],"gap,":[56],"article":[58],"proposes":[59],"SIGFusion,":[60],"an":[61],"end-to-end":[62],"method":[63,148],"fusion.":[69],"SIGFusion":[70,212],"not":[71],"only":[72,182],"considers":[73],"metrics":[79],"fused":[82],"but":[84],"also":[85],"focuses":[86],"on":[87],"meeting":[88],"demands":[90],"subsequent":[92,225],"tasks,":[95,220],"thereby":[96],"enhancing":[97],"in":[99,115,198,213,224],"Concretely,":[105],"we":[106],"define":[107],"significant":[108],"semantic":[109,152],"information":[110,153,170],"salient":[112,132],"targets":[113],"presenting":[114],"both":[116,199,214],"By":[121],"utilizing":[122],"targets,":[123],"our":[124,146],"network":[126],"is":[127,176,232],"guided":[128],"to":[129,136],"enhance":[130],"these":[131],"targets.":[133],"contrast":[135],"isolated":[138],"employ":[139],"either":[141],"or":[143],"images,":[145],"target-based":[147,162],"comprehensively":[149],"utilizes":[150],"within":[154],"image.":[156,174],"addition,":[158],"utilization":[160],"self-attention":[163],"loss":[164],"enhances":[165],"extraction":[167],"vital":[169],"from":[171],"It":[175],"worth":[177],"noting":[178],"that":[179],"masks":[180],"are":[181,189],"necessary":[183],"during":[184],"training":[186],"stage":[187],"automatically":[190],"generated":[191],"through":[192],"detection":[193],"algorithms.":[194],"We":[195],"conduct":[196],"experiments":[197],"Experimental":[206],"results":[207],"demonstrate":[208],"effectiveness":[210],"well":[222],"The":[229],"code":[231],"available":[233],"at:":[234],"<uri":[235],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[236],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/poison-pig/SIGFusion</uri>.":[237]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":15}],"updated_date":"2026-07-15T18:14:33.161393","created_date":"2025-10-10T00:00:00"}
