{"id":"https://openalex.org/W3093619169","doi":"https://doi.org/10.34028/iajit/17/6/13","title":"Computer Vision-based Early Fire Detection Using Enhanced Chromatic Segmentation and Optical Flow Analysis Technique","display_name":"Computer Vision-based Early Fire Detection Using Enhanced Chromatic Segmentation and Optical Flow Analysis Technique","publication_year":2020,"publication_date":"2020-10-22","ids":{"openalex":"https://openalex.org/W3093619169","doi":"https://doi.org/10.34028/iajit/17/6/13","mag":"3093619169"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/17/6/13","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/17/6/13","pdf_url":"https://doi.org/10.34028/iajit/17/6/13","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/17/6/13","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5043902631","display_name":"Arnisha Khondaker","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Arnisha Khondaker","raw_affiliation_strings":["Department of Computer Science and Engineering, BRAC University, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029430566","display_name":"Arman Khandaker","orcid":null},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Arman Khandaker","raw_affiliation_strings":["Department of Computer Science and Engineering, BRAC University, Bangladesh"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering, BRAC University, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5036848523","display_name":"Jia Uddin","orcid":"https://orcid.org/0000-0002-3403-4095"},"institutions":[{"id":"https://openalex.org/I85389745","display_name":"Woosong University","ror":"https://ror.org/02srty072","country_code":"KR","type":"education","lineage":["https://openalex.org/I85389745"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jia Uddin","raw_affiliation_strings":["Department of Technology Studies, Woosong University, South Korea"],"affiliations":[{"raw_affiliation_string":"Department of Technology Studies, Woosong University, South Korea","institution_ids":["https://openalex.org/I85389745"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5043902631"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":2.4246,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.87727206,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"17","issue":"6","first_page":"947","last_page":"953"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12597","display_name":"Fire Detection and Safety Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9980000257492065,"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/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9453999996185303,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.8319456577301025},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6627175807952881},{"id":"https://openalex.org/keywords/optical-flow","display_name":"Optical flow","score":0.6446584463119507},{"id":"https://openalex.org/keywords/chromatic-scale","display_name":"Chromatic scale","score":0.6137706637382507},{"id":"https://openalex.org/keywords/fire-detection","display_name":"Fire detection","score":0.606326162815094},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.589799165725708},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.57619708776474},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4970708191394806},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4284895658493042},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3853392004966736},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.3161684274673462}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8319456577301025},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6627175807952881},{"id":"https://openalex.org/C155542232","wikidata":"https://www.wikidata.org/wiki/Q736111","display_name":"Optical flow","level":3,"score":0.6446584463119507},{"id":"https://openalex.org/C196956537","wikidata":"https://www.wikidata.org/wiki/Q202021","display_name":"Chromatic scale","level":2,"score":0.6137706637382507},{"id":"https://openalex.org/C2780836893","wikidata":"https://www.wikidata.org/wiki/Q19922674","display_name":"Fire detection","level":2,"score":0.606326162815094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.589799165725708},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.57619708776474},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4970708191394806},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4284895658493042},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3853392004966736},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3161684274673462},{"id":"https://openalex.org/C97355855","wikidata":"https://www.wikidata.org/wiki/Q11473","display_name":"Thermodynamics","level":1,"score":0.0},{"id":"https://openalex.org/C114614502","wikidata":"https://www.wikidata.org/wiki/Q76592","display_name":"Combinatorics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/17/6/13","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/17/6/13","pdf_url":"https://doi.org/10.34028/iajit/17/6/13","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/17/6/13","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/17/6/13","pdf_url":"https://doi.org/10.34028/iajit/17/6/13","source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.46000000834465027,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W3093619169.pdf","grobid_xml":"https://content.openalex.org/works/W3093619169.grobid-xml"},"referenced_works_count":13,"referenced_works":["https://openalex.org/W1972058229","https://openalex.org/W1996199746","https://openalex.org/W1999444201","https://openalex.org/W2003830783","https://openalex.org/W2011160765","https://openalex.org/W2017404693","https://openalex.org/W2059704224","https://openalex.org/W2103633652","https://openalex.org/W2111586857","https://openalex.org/W2476819472","https://openalex.org/W2611171851","https://openalex.org/W2754255257","https://openalex.org/W2783255431"],"related_works":["https://openalex.org/W4285411112","https://openalex.org/W2085033728","https://openalex.org/W2171299904","https://openalex.org/W2922442631","https://openalex.org/W2053596378","https://openalex.org/W4386083130","https://openalex.org/W2181667894","https://openalex.org/W2358832620","https://openalex.org/W1982025852","https://openalex.org/W2103633652"],"abstract_inverted_index":{"Recent":[0],"advances":[1],"in":[2,31],"video":[3],"processing":[4],"technologies":[5],"have":[6,120],"led":[7],"to":[8,62,96,169],"a":[9,22,83,121],"wave":[10],"of":[11,40,46,66,80,85,100,106,124,145,165],"research":[12],"on":[13,50],"computer":[14],"vision-based":[15],"fire":[16,26,47,58],"detection":[17,27,60],"systems.":[18],"This":[19],"paper":[20],"presents":[21],"multi-level":[23],"framework":[24],"for":[25,74,147],"that":[28,157],"analyses":[29],"patterns":[30],"chromatic":[32,51],"information,":[33],"shape":[34],"transmutation,":[35],"and":[36,116,129],"optical":[37,92],"flow":[38,93],"estimation":[39],"fire.":[41,101,137],"First,":[42],"the":[43,64,78,98,104,107,114,153,158,163,170],"decision":[44],"function":[45],"pixels":[48,70],"based":[49],"information":[52],"uses":[53],"majority":[54],"voting":[55],"among":[56],"state-of-the-art":[57],"color":[59],"rules":[61],"extract":[63],"regions":[65],"interest.":[67],"The":[68,138],"extracted":[69],"are":[71],"then":[72],"verified":[73],"authenticity":[75],"by":[76,89],"examining":[77],"dynamics":[79],"shape.":[81],"Finally,":[82],"measure":[84],"turbulence":[86],"is":[87],"assessed":[88],"an":[90,142],"enhanced":[91],"analysis":[94],"algorithm":[95],"confirm":[97],"presence":[99],"To":[102],"evaluate":[103],"performance":[105],"proposed":[108,139,159],"model,":[109],"we":[110],"utilize":[111],"videos":[112,134],"from":[113],"Mivia":[115],"Zenodo":[117],"datasets,":[118],"which":[119],"diverse":[122],"set":[123],"scenarios":[125],"including":[126],"indoor,":[127],"outdoor,":[128],"forest":[130],"fires,":[131],"along":[132],"with":[133],"containing":[135],"no":[136],"model":[140,160],"exhibits":[141],"average":[143],"accuracy":[144],"97.2%":[146],"our":[148],"tested":[149],"dataset.":[150],"In":[151],"addition,":[152],"experimental":[154],"results":[155],"demonstrate":[156],"significantly":[161],"reduces":[162],"rate":[164],"false":[166],"alarms":[167],"compared":[168],"other":[171],"existing":[172],"models":[173]},"counts_by_year":[{"year":2025,"cited_by_count":9},{"year":2024,"cited_by_count":5},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":5}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
