{"id":"https://openalex.org/W4317515935","doi":"https://doi.org/10.1109/ccis57298.2022.10016318","title":"New fire disaster detection algorithms based on YOLOv4","display_name":"New fire disaster detection algorithms based on YOLOv4","publication_year":2022,"publication_date":"2022-11-26","ids":{"openalex":"https://openalex.org/W4317515935","doi":"https://doi.org/10.1109/ccis57298.2022.10016318"},"language":"en","primary_location":{"id":"doi:10.1109/ccis57298.2022.10016318","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis57298.2022.10016318","pdf_url":null,"source":{"id":"https://openalex.org/S4363608348","display_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5041791803","display_name":"HuiJun Su","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"HuiJun Su","raw_affiliation_strings":["Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100430120","display_name":"Zhihong Chen","orcid":"https://orcid.org/0000-0001-5934-739X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhihong Chen","raw_affiliation_strings":["Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100684315","display_name":"Haiwei Zhang","orcid":"https://orcid.org/0000-0001-9746-0385"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiwei Zhang","raw_affiliation_strings":["Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5014820101","display_name":"Shuanglong Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuanglong Xu","raw_affiliation_strings":["Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Integrated Circuit Science and Engineering, Tianjin University of Technology,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"303","last_page":"307"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":1.0,"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":1.0,"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":0.9912999868392944,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.982200026512146,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic 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/computer-science","display_name":"Computer science","score":0.6802240610122681},{"id":"https://openalex.org/keywords/damages","display_name":"Damages","score":0.6702640056610107},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4359322488307953},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.3858147859573364},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2656307518482208}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6802240610122681},{"id":"https://openalex.org/C2777381055","wikidata":"https://www.wikidata.org/wiki/Q308922","display_name":"Damages","level":2,"score":0.6702640056610107},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4359322488307953},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.3858147859573364},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2656307518482208},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ccis57298.2022.10016318","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/ccis57298.2022.10016318","pdf_url":null,"source":{"id":"https://openalex.org/S4363608348","display_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 8th International Conference on Cloud Computing and Intelligent Systems (CCIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/13","score":0.7699999809265137,"display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W2027645937","https://openalex.org/W2193145675","https://openalex.org/W2922509574","https://openalex.org/W2963037989","https://openalex.org/W2982083293","https://openalex.org/W2989604896","https://openalex.org/W3012420847","https://openalex.org/W3090022951","https://openalex.org/W3103842943","https://openalex.org/W3106250896","https://openalex.org/W3210311771","https://openalex.org/W4206054559","https://openalex.org/W6802960164"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W4205240985","https://openalex.org/W2314597598","https://openalex.org/W1527183021","https://openalex.org/W3124239800","https://openalex.org/W2365977737","https://openalex.org/W1577024311","https://openalex.org/W4387399630","https://openalex.org/W2170856278","https://openalex.org/W2370590861"],"abstract_inverted_index":{"The":[0,74,106,123],"fast":[1],"growth":[2],"of":[3,15,61,82,91,112,139],"the":[4,66,97,110,137],"global":[5],"economy":[6],"in":[7,12,71],"recent":[8],"years":[9],"has":[10],"resulted":[11],"a":[13,24,88,130],"variety":[14],"natural":[16],"catastrophes,":[17],"particularly":[18],"fire,":[19],"which":[20],"not":[21],"only":[22],"poses":[23],"significant":[25],"threat":[26],"to":[27,46,49,104,132],"our":[28],"property":[29],"but":[30],"also":[31],"causes":[32],"more":[33],"serious":[34],"issues":[35],"like":[36],"environmental":[37],"contamination,":[38],"harming":[39],"people\u2019s":[40],"health.":[41],"So,":[42],"it":[43],"is":[44],"critical":[45],"identify":[47,136],"fires":[48],"minimize":[50],"losses":[51],"and":[52,87,134],"damages.":[53],"By":[54],"comparing":[55],"five":[56],"algorithms,":[57],"two":[58],"better":[59],"techniques":[60],"fire":[62,85],"detection":[63,89],"based":[64],"on":[65,84],"YOLOV4":[67],"algorithm":[68],"are":[69],"suggested":[70],"this":[72],"paper.":[73],"upgraded":[75],"model":[76],"SK-YOLOV4":[77],"obtains":[78],"an":[79],"average":[80],"accuracy":[81,98],"80.82%":[83],"photos":[86],"speed":[90,119],"27.59":[92],"FPS.":[93,122],"M3-YOLOV4":[94],"shows":[95],"that":[96],"rises":[99],"by":[100,114,120],"4.18%":[101],"when":[102],"compared":[103],"YOLOv4.":[105],"recommended":[107],"design":[108],"reduces":[109],"number":[111],"parameters":[113],"81.68%":[115],"while":[116],"increasing":[117],"inference":[118],"9.48":[121],"methods":[124],"outlined":[125],"can":[126],"be":[127],"used":[128],"as":[129],"reference":[131],"accurately":[133],"rapidly":[135],"beginning":[138],"fire.":[140]},"counts_by_year":[],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}
