{"id":"https://openalex.org/W4411923719","doi":"https://doi.org/10.32604/cmc.2025.067367","title":"Transformer-Based Fusion of Infrared and Visible Imagery for Smoke Recognition in Commercial Areas","display_name":"Transformer-Based Fusion of Infrared and Visible Imagery for Smoke Recognition in Commercial Areas","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411923719","doi":"https://doi.org/10.32604/cmc.2025.067367"},"language":"en","primary_location":{"id":"doi:10.32604/cmc.2025.067367","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.067367","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.32604/cmc.2025.067367","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100700773","display_name":"Chongyang Wang","orcid":"https://orcid.org/0000-0001-8943-7214"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Chongyang Wang","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001550592","display_name":"Qiongyan Li","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Qiongyan Li","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100664295","display_name":"Shuming Liu","orcid":"https://orcid.org/0000-0002-4949-4318"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Shu Liu","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068867342","display_name":"Pengle Cheng","orcid":"https://orcid.org/0000-0001-5412-5202"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Pengle Cheng","raw_affiliation_strings":[],"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5019557372","display_name":"Ying Huang","orcid":"https://orcid.org/0000-0002-3840-951X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ying Huang","raw_affiliation_strings":[],"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5100700773"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.3661,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.81753752,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"84","issue":"3","first_page":"5157","last_page":"5176"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.9879999756813049,"subfield":{"id":"https://openalex.org/subfields/2213","display_name":"Safety, Risk, Reliability and Quality"},"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":0.9150999784469604,"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/smoke","display_name":"Smoke","score":0.6269919872283936},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5431079864501953},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4889186918735504},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4040735960006714},{"id":"https://openalex.org/keywords/environmental-science","display_name":"Environmental science","score":0.38068318367004395},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.355107843875885},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.33944153785705566},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20946761965751648},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.14278686046600342},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.12228518724441528},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1150425374507904},{"id":"https://openalex.org/keywords/waste-management","display_name":"Waste management","score":0.09881120920181274},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08395206928253174},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07558739185333252}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.6269919872283936},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5431079864501953},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4889186918735504},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4040735960006714},{"id":"https://openalex.org/C39432304","wikidata":"https://www.wikidata.org/wiki/Q188847","display_name":"Environmental science","level":0,"score":0.38068318367004395},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.355107843875885},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.33944153785705566},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20946761965751648},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.14278686046600342},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.12228518724441528},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1150425374507904},{"id":"https://openalex.org/C548081761","wikidata":"https://www.wikidata.org/wiki/Q180388","display_name":"Waste management","level":1,"score":0.09881120920181274},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08395206928253174},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07558739185333252}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.32604/cmc.2025.067367","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.067367","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.32604/cmc.2025.067367","is_oa":true,"landing_page_url":"https://doi.org/10.32604/cmc.2025.067367","pdf_url":null,"source":{"id":"https://openalex.org/S4210191605","display_name":"Computers, materials & continua/Computers, materials & continua (Print)","issn_l":"1546-2218","issn":["1546-2218","1546-2226"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Computers, Materials &amp; Continua","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.46000000834465027}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W1562325476","https://openalex.org/W1971256340","https://openalex.org/W2023427355","https://openalex.org/W2141463923","https://openalex.org/W2280650650","https://openalex.org/W2322371438","https://openalex.org/W2580611662","https://openalex.org/W2798987894","https://openalex.org/W2804733524","https://openalex.org/W2896196878","https://openalex.org/W2964159205","https://openalex.org/W2972101069","https://openalex.org/W3039415429","https://openalex.org/W3089412729","https://openalex.org/W3119049870","https://openalex.org/W3133700567","https://openalex.org/W4207031702","https://openalex.org/W4224926219","https://openalex.org/W4225281668","https://openalex.org/W4307570348","https://openalex.org/W4312250248","https://openalex.org/W4387611082","https://openalex.org/W4390562891","https://openalex.org/W4391275690","https://openalex.org/W4391813049","https://openalex.org/W4393282426","https://openalex.org/W4394014499","https://openalex.org/W4395003018","https://openalex.org/W4399139576","https://openalex.org/W4400129589"],"related_works":["https://openalex.org/W2328698228","https://openalex.org/W4288693901","https://openalex.org/W830499452","https://openalex.org/W2353278981","https://openalex.org/W2495534660","https://openalex.org/W2382876515","https://openalex.org/W3048832137","https://openalex.org/W2380557683","https://openalex.org/W2073410048","https://openalex.org/W2381442892"],"abstract_inverted_index":{"With":[0],"rapid":[1],"urbanization,":[2],"fires":[3],"pose":[4],"significant":[5],"challenges":[6],"in":[7,19,29,71,169,174],"urban":[8,21],"governance.":[9],"Traditional":[10],"fire":[11],"detection":[12,39,70,171],"methods":[13],"often":[14],"struggle":[15],"to":[16,24],"detect":[17],"smoke":[18,38,69,109,177],"complex":[20],"scenes":[22],"due":[23],"environmental":[25],"interferences":[26],"and":[27,44,57,66,83,94,105,141,144,158],"variations":[28],"viewing":[30],"angles.":[31],"This":[32],"study":[33],"proposes":[34],"a":[35,48,78,96,166],"novel":[36],"multimodal":[37,157],"method":[40,116],"that":[41,114],"fuses":[42],"infrared":[43,82],"visible":[45,84],"imagery":[46],"using":[47],"transformer-based":[49],"deep":[50,97],"learning":[51,98],"model.":[52],"By":[53],"capturing":[54],"both":[55,148],"thermal":[56],"visual":[58],"cues,":[59],"our":[60,115],"approach":[61],"significantly":[62],"enhances":[63],"the":[64,102,121,152,155],"accuracy":[65,129],"robustness":[67],"of":[68,123,131,135,139,154],"business":[72],"parks":[73],"scenes.":[74],"We":[75],"first":[76],"established":[77],"dual-view":[79],"dataset":[80],"comprising":[81],"light":[85],"videos,":[86],"implemented":[87],"an":[88,128],"innovative":[89],"image":[90],"feature":[91],"fusion":[92,160],"strategy,":[93],"designed":[95],"model":[99],"based":[100],"on":[101],"transformer":[103],"architecture":[104],"attention":[106,163],"mechanism":[107,164],"for":[108],"classification.":[110],"Experimental":[111],"results":[112],"demonstrate":[113],"outperforms":[117],"existing":[118],"methods,":[119],"under":[120],"condition":[122],"multi-view":[124,159],"input,":[125],"it":[126],"achieves":[127],"rate":[130,134,138],"90.88%,":[132],"precision":[133],"98.38%,":[136],"recall":[137],"92.41%":[140],"false":[142,145],"positive":[143],"negative":[146],"rates":[147],"below":[149],"5%,":[150],"underlining":[151],"effectiveness":[153],"proposed":[156],"approach.":[161],"The":[162],"plays":[165],"crucial":[167],"role":[168],"improving":[170],"performance,":[172],"particularly":[173],"identifying":[175],"subtle":[176],"features.":[178]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
