{"id":"https://openalex.org/W4312493155","doi":"https://doi.org/10.1109/icccnt54827.2022.9984601","title":"Deep Learning Models for Fire Detection using Surveillance Cameras in Public Places","display_name":"Deep Learning Models for Fire Detection using Surveillance Cameras in Public Places","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4312493155","doi":"https://doi.org/10.1109/icccnt54827.2022.9984601"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984601","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-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/A5062525692","display_name":"S Sanjana","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sanjana S","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028579821","display_name":"Arathi Premkumar","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Arathi Premkumar","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022556361","display_name":"Chirumamilla Sneha","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Sneha C K","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044925379","display_name":"Jyothika Sony","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Jyothika Sony","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008507542","display_name":"M. Kalaiselvi Geetha","orcid":null},"institutions":[{"id":"https://openalex.org/I81556334","display_name":"Amrita Vishwa Vidyapeetham","ror":"https://ror.org/03am10p12","country_code":"IN","type":"education","lineage":["https://openalex.org/I81556334"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Geetha M","raw_affiliation_strings":["Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Amrita Vishwa Vidyapeetham,Department of Computer Science and Engineering,Amritapuri,India","institution_ids":["https://openalex.org/I81556334"]},{"raw_affiliation_string":"Department of Computer Science and Engineering, Amrita Vishwa Vidyapeetham, Amritapuri, India","institution_ids":["https://openalex.org/I81556334"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6762,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.91153082,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"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/T11500","display_name":"Evacuation and Crowd Dynamics","score":0.992900013923645,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean Engineering"},"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":0.9922000169754028,"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/deep-learning","display_name":"Deep learning","score":0.7044751048088074},{"id":"https://openalex.org/keywords/fire-detection","display_name":"Fire detection","score":0.6335597038269043},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5895610451698303},{"id":"https://openalex.org/keywords/automation","display_name":"Automation","score":0.5829724073410034},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5523784160614014},{"id":"https://openalex.org/keywords/residual-neural-network","display_name":"Residual neural network","score":0.5432596802711487},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.531877875328064},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5186949968338013},{"id":"https://openalex.org/keywords/spark","display_name":"SPARK (programming language)","score":0.4542645812034607},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3688065707683563},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.29083430767059326},{"id":"https://openalex.org/keywords/architectural-engineering","display_name":"Architectural engineering","score":0.16404876112937927}],"concepts":[{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.7044751048088074},{"id":"https://openalex.org/C2780836893","wikidata":"https://www.wikidata.org/wiki/Q19922674","display_name":"Fire detection","level":2,"score":0.6335597038269043},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5895610451698303},{"id":"https://openalex.org/C115901376","wikidata":"https://www.wikidata.org/wiki/Q184199","display_name":"Automation","level":2,"score":0.5829724073410034},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5523784160614014},{"id":"https://openalex.org/C2944601119","wikidata":"https://www.wikidata.org/wiki/Q43744058","display_name":"Residual neural network","level":3,"score":0.5432596802711487},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.531877875328064},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5186949968338013},{"id":"https://openalex.org/C2781215313","wikidata":"https://www.wikidata.org/wiki/Q3493345","display_name":"SPARK (programming language)","level":2,"score":0.4542645812034607},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3688065707683563},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.29083430767059326},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.16404876112937927},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984601","pdf_url":null,"source":{"id":"https://openalex.org/S4363607876","display_name":"2022 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","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 13th International Conference on Computing Communication and Networking Technologies (ICCCNT)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.550000011920929}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2279098554","https://openalex.org/W2571300184","https://openalex.org/W2741119099","https://openalex.org/W2807860345","https://openalex.org/W2807862495","https://openalex.org/W2936996216","https://openalex.org/W2938890063","https://openalex.org/W2941454446","https://openalex.org/W2998028089","https://openalex.org/W3002261956","https://openalex.org/W3018661145","https://openalex.org/W3036413201","https://openalex.org/W3049429521","https://openalex.org/W4205335188","https://openalex.org/W4225593882","https://openalex.org/W4229449954","https://openalex.org/W6695314431"],"related_works":["https://openalex.org/W1975949872","https://openalex.org/W3159871278","https://openalex.org/W2230552005","https://openalex.org/W2599472179","https://openalex.org/W2905242764","https://openalex.org/W3109411864","https://openalex.org/W3017846737","https://openalex.org/W4379407450","https://openalex.org/W4285161415","https://openalex.org/W4318827522"],"abstract_inverted_index":{"In":[0],"a":[1,15,24,72,112,124],"world":[2],"led":[3],"by":[4,45,160],"automation":[5],"and":[6,74,111,148,163],"robotics,":[7],"an":[8,11,89,155],"exposed":[9],"wiring,":[10],"overloaded":[12],"outlet,":[13],"or":[14,54],"single":[16],"spark":[17],"of":[18,22,30,41,58,64,92,138,141,157],"electricity":[19],"is":[20],"capable":[21],"inducing":[23],"fire.":[25,93],"Fire":[26],"threats":[27],"are":[28],"one":[29],"the":[31,36,55,139,143,152],"most":[32],"recurring":[33],"accidents":[34],"in":[35,88],"fast-paced":[37],"world.":[38],"The":[39,62,119],"magnitude":[40],"damage":[42],"left":[43],"behind":[44],"these":[46],"incidents":[47],"depends":[48],"on":[49],"how":[50],"fast":[51,73],"help":[52],"arrives":[53],"working":[56],"efficiency":[57],"fire":[59,78,103,125,131],"extinguishing":[60],"systems.":[61],"field":[63],"deep":[65,99],"learning":[66],"using":[67],"computer":[68],"vision":[69],"puts":[70,96],"forth":[71,97],"efficient":[75],"technique":[76],"for":[77,102],"detection.":[79],"This,":[80],"when":[81],"coupled":[82],"with":[83,154],"necessary":[84],"additions,":[85],"can":[86,129],"result":[87],"early":[90],"dousing":[91],"This":[94],"paper":[95],"five":[98],"training":[100],"models":[101,144],"detection":[104],"-":[105],"RegNet,":[106,162],"ResNet,":[107],"Mobile":[108,149],"Net,":[109],"GoogLeNet,":[110,161],"customized":[113],"Feed":[114,164],"Forward":[115,165],"Neural":[116],"Network":[117],"model.":[118],"project":[120],"aims":[121],"to":[122],"build":[123],"discovery":[126],"method":[127],"that":[128,146],"discover":[130],"utilizing":[132],"surveillance":[133],"feed.":[134],"An":[135],"analytic":[136],"comparison":[137],"performance":[140],"all":[142],"suggests":[145],"ResNet":[147],"Net":[150],"top":[151],"chart":[153],"accuracy":[156],"83.06%,":[158],"followed":[159],"neural":[166],"network.":[167]},"counts_by_year":[{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}