{"id":"https://openalex.org/W4280531971","doi":"https://doi.org/10.3390/s22103651","title":"A Multi-Stage Visible and Infrared Image Fusion Network Based on Attention Mechanism","display_name":"A Multi-Stage Visible and Infrared Image Fusion Network Based on Attention Mechanism","publication_year":2022,"publication_date":"2022-05-11","ids":{"openalex":"https://openalex.org/W4280531971","doi":"https://doi.org/10.3390/s22103651","pmid":"https://pubmed.ncbi.nlm.nih.gov/35632059"},"language":"en","primary_location":{"id":"doi:10.3390/s22103651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103651","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3651/pdf?version=1652255022","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/10/3651/pdf?version=1652255022","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5037708146","display_name":"Xin Zheng","orcid":"https://orcid.org/0000-0001-7889-986X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Zheng","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112321740","display_name":"Qiyong Yang","orcid":"https://orcid.org/0009-0009-2446-9333"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiyong Yang","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044158599","display_name":"Pengbo Si","orcid":"https://orcid.org/0000-0002-9160-2298"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Pengbo Si","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5012011917","display_name":"Qiang Wu","orcid":"https://orcid.org/0009-0009-9127-523X"},"institutions":[{"id":"https://openalex.org/I37796252","display_name":"Beijing University of Technology","ror":"https://ror.org/037b1pp87","country_code":"CN","type":"education","lineage":["https://openalex.org/I37796252"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wu","raw_affiliation_strings":["Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Beijing University of Technology, Beijing 100124, China","institution_ids":["https://openalex.org/I37796252"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5037708146"],"corresponding_institution_ids":["https://openalex.org/I37796252"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.4266,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.83144812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"22","issue":"10","first_page":"3651","last_page":"3651"},"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":0.9975000023841858,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9962000250816345,"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/infrared","display_name":"Infrared","score":0.7005243897438049},{"id":"https://openalex.org/keywords/mechanism","display_name":"Mechanism (biology)","score":0.5611748695373535},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5031353831291199},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.49634915590286255},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4916377663612366},{"id":"https://openalex.org/keywords/stage","display_name":"Stage (stratigraphy)","score":0.4755653738975525},{"id":"https://openalex.org/keywords/image-fusion","display_name":"Image fusion","score":0.4653988778591156},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4082292914390564},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3365333080291748},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3238790035247803},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.2396177053451538},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.16195666790008545},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.12918227910995483}],"concepts":[{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.7005243897438049},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.5611748695373535},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5031353831291199},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.49634915590286255},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4916377663612366},{"id":"https://openalex.org/C146357865","wikidata":"https://www.wikidata.org/wiki/Q1123245","display_name":"Stage (stratigraphy)","level":2,"score":0.4755653738975525},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.4653988778591156},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4082292914390564},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3365333080291748},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3238790035247803},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.2396177053451538},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.16195666790008545},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.12918227910995483},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D007091","descriptor_name":"Image Processing, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true}],"locations_count":5,"locations":[{"id":"doi:10.3390/s22103651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103651","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3651/pdf?version=1652255022","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:35632059","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/35632059","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:doaj.org/article:93978a8513ed4a15bdceebd1a1387808","is_oa":true,"landing_page_url":"https://doaj.org/article/93978a8513ed4a15bdceebd1a1387808","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 10, p 3651 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/10/3651/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22103651","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 10; Pages: 3651","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9144774","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9144774","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22103651","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22103651","pdf_url":"https://www.mdpi.com/1424-8220/22/10/3651/pdf?version=1652255022","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4280531971.pdf","grobid_xml":"https://content.openalex.org/works/W4280531971.grobid-xml"},"referenced_works_count":56,"referenced_works":["https://openalex.org/W1580389772","https://openalex.org/W1708141795","https://openalex.org/W1910108985","https://openalex.org/W1964641132","https://openalex.org/W1997596006","https://openalex.org/W2017034896","https://openalex.org/W2090116516","https://openalex.org/W2091484864","https://openalex.org/W2113494422","https://openalex.org/W2144764737","https://openalex.org/W2146353910","https://openalex.org/W2179019672","https://openalex.org/W2256359941","https://openalex.org/W2333091651","https://openalex.org/W2562637781","https://openalex.org/W2624240493","https://openalex.org/W2626739722","https://openalex.org/W2744070429","https://openalex.org/W2779176852","https://openalex.org/W2798987894","https://openalex.org/W2809216229","https://openalex.org/W2809795042","https://openalex.org/W2884585870","https://openalex.org/W2963373786","https://openalex.org/W2998012573","https://openalex.org/W2998529071","https://openalex.org/W3000097815","https://openalex.org/W3000255543","https://openalex.org/W3011768656","https://openalex.org/W3012034395","https://openalex.org/W3035467948","https://openalex.org/W3036032447","https://openalex.org/W3039415429","https://openalex.org/W3046194589","https://openalex.org/W3047236210","https://openalex.org/W3083923056","https://openalex.org/W3101573935","https://openalex.org/W3102411220","https://openalex.org/W3104771364","https://openalex.org/W3105639468","https://openalex.org/W3108042295","https://openalex.org/W3121751387","https://openalex.org/W3133692381","https://openalex.org/W3158080681","https://openalex.org/W3162950802","https://openalex.org/W3176096490","https://openalex.org/W3176187859","https://openalex.org/W4206128982","https://openalex.org/W4226178544","https://openalex.org/W6673124941","https://openalex.org/W6718379498","https://openalex.org/W6739901393","https://openalex.org/W6775434287","https://openalex.org/W6787015245","https://openalex.org/W6795234273","https://openalex.org/W6864450276"],"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":{"Pixel-level":[0],"image":[1,36,109],"fusion":[2,37,63,80,110,134,154,171,197,239],"is":[3,68,224],"an":[4,114],"effective":[5],"way":[6],"to":[7,50,70,226],"fully":[8],"exploit":[9],"the":[10,18,26,35,51,78,85,98,121,131,138,153,162,185,191,248],"rich":[11],"texture":[12],"information":[13],"of":[14,22,28,53,88,190,252],"visible":[15,106],"images":[16,237],"and":[17,55,59,94,107,127,148,169,238,250],"salient":[19],"target":[20],"characteristics":[21],"infrared":[23,108],"images.":[24],"With":[25],"development":[27],"deep":[29],"learning":[30,132],"technology":[31],"in":[32,188,196],"recent":[33],"years,":[34],"algorithm":[38],"based":[39,112],"on":[40,113,206],"this":[41,101],"method":[42,119],"has":[43,82],"also":[44],"achieved":[45],"great":[46],"success.":[47],"However,":[48],"owing":[49],"lack":[52],"sufficient":[54],"reliable":[56],"paired":[57],"data":[58],"a":[60,72,104,144,177,207,211,215],"nonexistent":[61],"ideal":[62],"result":[64],"as":[65],"supervision,":[66],"it":[67],"difficult":[69],"design":[71,143],"precise":[73],"network":[74,111,139],"training":[75,122,126],"mode.":[76],"Moreover,":[77],"manual":[79],"strategy":[81],"difficulty":[83],"ensuring":[84],"full":[86],"use":[87],"information,":[89],"which":[90],"easily":[91],"causes":[92],"redundancy":[93],"omittance.":[95],"To":[96,136],"solve":[97],"above":[99],"problems,":[100],"paper":[102],"proposes":[103],"multi-stage":[105,125],"attention":[115,133],"mechanism":[116],"(MSFAM).":[117],"Our":[118],"stabilizes":[120],"process":[123],"through":[124],"enhances":[128],"features":[129],"by":[130,173,241],"block.":[135],"improve":[137],"effect,":[140],"we":[141],"further":[142],"Semantic":[145],"Constraint":[146],"module":[147],"Push-Pull":[149],"loss":[150],"function":[151],"for":[152,231],"task.":[155],"Compared":[156],"with":[157,176,235],"several":[158],"recently":[159],"used":[160,194,217,225],"methods,":[161],"qualitative":[163],"comparison":[164],"intuitively":[165],"shows":[166],"more":[167],"beautiful":[168],"natural":[170],"results":[172,187,240],"our":[174,253],"model":[175],"stronger":[178],"applicability.":[179],"For":[180],"quantitative":[181],"experiments,":[182],"MSFAM":[183],"achieves":[184],"best":[186],"three":[189],"six":[192],"frequently":[193],"metrics":[195],"tasks,":[198],"while":[199],"other":[200],"methods":[201],"only":[202],"obtain":[203],"good":[204],"scores":[205],"single":[208],"metric":[209],"or":[210],"few":[212],"metrics.":[213],"Besides,":[214],"commonly":[216],"high-level":[218],"semantic":[219],"task,":[220],"i.e.,":[221],"object":[222],"detection,":[223],"prove":[227,247],"its":[228],"greater":[229],"benefits":[230],"downstream":[232],"tasks":[233],"compared":[234],"singlelight":[236],"existing":[242],"methods.":[243],"All":[244],"these":[245],"experiments":[246],"superiority":[249],"effectiveness":[251],"algorithm.":[254]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":6}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
