{"id":"https://openalex.org/W4376607931","doi":"https://doi.org/10.1109/tii.2023.3271441","title":"SmokeSeger: A Transformer-CNN Coupled Model for Urban Scene Smoke Segmentation","display_name":"SmokeSeger: A Transformer-CNN Coupled Model for Urban Scene Smoke Segmentation","publication_year":2023,"publication_date":"2023-05-15","ids":{"openalex":"https://openalex.org/W4376607931","doi":"https://doi.org/10.1109/tii.2023.3271441"},"language":"en","primary_location":{"id":"doi:10.1109/tii.2023.3271441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3271441","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","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/A5007176771","display_name":"Jing Tao","orcid":"https://orcid.org/0000-0003-0806-6808"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Jing","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0003-0806-6808","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100716922","display_name":"Qing\u2010Hao Meng","orcid":"https://orcid.org/0000-0002-9915-7088"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qing-Hao Meng","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-9915-7088","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001616943","display_name":"Hui-Rang Hou","orcid":"https://orcid.org/0000-0002-4608-273X"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui-Rang Hou","raw_affiliation_strings":["Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-4608-273X","affiliations":[{"raw_affiliation_string":"Tianjin Key Laboratory of Process Measurement and Control, Institute of Robotics and Autonomous Systems, School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":4.4297,"has_fulltext":false,"cited_by_count":31,"citation_normalized_percentile":{"value":0.95584644,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":100},"biblio":{"volume":"20","issue":"2","first_page":"1385","last_page":"1396"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9857000112533569,"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/T11317","display_name":"Fire dynamics and safety research","score":0.9708999991416931,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/smoke","display_name":"Smoke","score":0.7934295535087585},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7353304624557495},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7116695046424866},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.5134726166725159},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.48789191246032715},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.45036929845809937},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.42949363589286804},{"id":"https://openalex.org/keywords/market-segmentation","display_name":"Market segmentation","score":0.42475590109825134},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.420663982629776},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3481234014034271},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.1304624080657959},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.11469772458076477},{"id":"https://openalex.org/keywords/meteorology","display_name":"Meteorology","score":0.07421866059303284}],"concepts":[{"id":"https://openalex.org/C58874564","wikidata":"https://www.wikidata.org/wiki/Q130768","display_name":"Smoke","level":2,"score":0.7934295535087585},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7353304624557495},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7116695046424866},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.5134726166725159},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.48789191246032715},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.45036929845809937},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.42949363589286804},{"id":"https://openalex.org/C125308379","wikidata":"https://www.wikidata.org/wiki/Q363057","display_name":"Market segmentation","level":2,"score":0.42475590109825134},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.420663982629776},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3481234014034271},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.1304624080657959},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.11469772458076477},{"id":"https://openalex.org/C153294291","wikidata":"https://www.wikidata.org/wiki/Q25261","display_name":"Meteorology","level":1,"score":0.07421866059303284},{"id":"https://openalex.org/C162853370","wikidata":"https://www.wikidata.org/wiki/Q39809","display_name":"Marketing","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C144133560","wikidata":"https://www.wikidata.org/wiki/Q4830453","display_name":"Business","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tii.2023.3271441","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tii.2023.3271441","pdf_url":null,"source":{"id":"https://openalex.org/S184777250","display_name":"IEEE Transactions on Industrial Informatics","issn_l":"1551-3203","issn":["1551-3203","1941-0050"],"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 Industrial Informatics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G534547789","display_name":null,"funder_award_id":"62203321","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6538332466","display_name":null,"funder_award_id":"2021M692390","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":40,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2395611524","https://openalex.org/W2531409750","https://openalex.org/W2787091153","https://openalex.org/W2892068485","https://openalex.org/W2963446712","https://openalex.org/W2980784832","https://openalex.org/W2987150909","https://openalex.org/W2987175876","https://openalex.org/W3035358681","https://openalex.org/W3035682985","https://openalex.org/W3119132889","https://openalex.org/W3136416617","https://openalex.org/W3137278571","https://openalex.org/W3142500263","https://openalex.org/W3158505286","https://openalex.org/W3160694286","https://openalex.org/W3169865585","https://openalex.org/W3170841864","https://openalex.org/W3172509117","https://openalex.org/W3176196997","https://openalex.org/W3194668998","https://openalex.org/W3209945042","https://openalex.org/W3211791982","https://openalex.org/W3214910576","https://openalex.org/W4205231989","https://openalex.org/W4210537330","https://openalex.org/W4213019189","https://openalex.org/W4214508443","https://openalex.org/W4214893857","https://openalex.org/W4300479382","https://openalex.org/W6637373629","https://openalex.org/W6795140394","https://openalex.org/W6796931752","https://openalex.org/W6797399245","https://openalex.org/W6803168405","https://openalex.org/W6809698605","https://openalex.org/W6810653034","https://openalex.org/W6846053352","https://openalex.org/W6850078109"],"related_works":["https://openalex.org/W2328698228","https://openalex.org/W4288693901","https://openalex.org/W830499452","https://openalex.org/W2068608913","https://openalex.org/W2353278981","https://openalex.org/W2495534660","https://openalex.org/W2382876515","https://openalex.org/W3048832137","https://openalex.org/W2380557683","https://openalex.org/W2073410048"],"abstract_inverted_index":{"Smoke":[0],"is":[1],"an":[2,90],"informative":[3],"indicator":[4],"of":[5,36,74,84,99,123],"early":[6],"fire":[7,100],"and":[8,26,63,77,102,139,149],"gas":[9],"leakage.":[10],"Segmenting":[11],"the":[12,21,34,47,72,82,111,119,128,133,137,140,145],"smoke":[13,22,44,86,93,101,138,148],"from":[14],"images":[15,98],"can":[16],"provide":[17],"detailed":[18],"information":[19],"about":[20],"volume,":[23],"dispersion":[24],"direction,":[25],"source":[27],"location,":[28],"which":[29,58,143],"has":[30],"significant":[31],"implications":[32],"considering":[33],"proliferation":[35],"video":[37],"surveillance":[38],"systems":[39],"in":[40,46],"cities.":[41],"Focusing":[42],"on":[43,118],"segmentation":[45,54,94,116],"urban":[48,91],"scene,":[49],"we":[50,88],"designed":[51],"a":[52,60,64],"dual-branch":[53],"model,":[55],"named":[56],"SmokeSeger,":[57],"couples":[59],"transformer":[61],"branch":[62,69],"convolutional":[65],"neural":[66],"network":[67],"(CNN)":[68],"to":[70],"enhance":[71],"representation":[73],"both":[75],"global":[76],"local":[78],"features.":[79],"To":[80],"address":[81],"lack":[83],"real-scene":[85],"datasets,":[87],"built":[89],"scene":[92],"dataset":[95],"containing":[96],"3217":[97],"exhaust":[103],"emissions":[104],"with":[105],"accurate":[106],"annotations.":[107],"Experiments":[108],"validate":[109],"that":[110,127],"SmokeSeger":[112],"outperforms":[113],"other":[114],"mainstream":[115],"methods":[117],"proposed":[120],"dataset.":[121],"Visualization":[122],"attention":[124],"maps":[125],"reveals":[126],"model":[129],"could":[130],"effectively":[131],"capture":[132],"semantic":[134],"relationship":[135],"between":[136,147],"corresponding":[141],"source,":[142],"benefits":[144],"discrimination":[146],"smoke-like":[150],"objects.":[151],"More":[152],"details":[153],"available":[154],"at":[155],"<uri":[156],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[157],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/VisAcademic/SmokeSeger</uri>":[158],".":[159]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-16T13:24:37.021932","created_date":"2025-10-10T00:00:00"}
