{"id":"https://openalex.org/W4388720183","doi":"https://doi.org/10.1109/gcce59613.2023.10315691","title":"A Model Development of Smoker Detector Captured in CCTV Footage using MobileNetv2-SSD Algorithm","display_name":"A Model Development of Smoker Detector Captured in CCTV Footage using MobileNetv2-SSD Algorithm","publication_year":2023,"publication_date":"2023-10-10","ids":{"openalex":"https://openalex.org/W4388720183","doi":"https://doi.org/10.1109/gcce59613.2023.10315691"},"language":"en","primary_location":{"id":"doi:10.1109/gcce59613.2023.10315691","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","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/A5039076860","display_name":"Sergio Peruda","orcid":"https://orcid.org/0000-0003-4018-3094"},"institutions":[{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]},{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Sergio R. Peruda","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati City,Philippines","School of Engineering, Asia Pacific College, Makati City, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati City,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati City, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045659905","display_name":"Luigi Carlo M. De Jesus","orcid":"https://orcid.org/0000-0001-7889-6044"},"institutions":[{"id":"https://openalex.org/I4391768255","display_name":"Asia Pacific College","ror":"https://ror.org/02qynyz82","country_code":null,"type":"education","lineage":["https://openalex.org/I4391768255"]},{"id":"https://openalex.org/I90519992","display_name":"University of Asia and the Pacific","ror":"https://ror.org/00hny2n79","country_code":"PH","type":"education","lineage":["https://openalex.org/I90519992"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Luigi Carlo M. De Jesus","raw_affiliation_strings":["Asia Pacific College,School of Engineering,Makati City,Philippines","School of Engineering, Asia Pacific College, Makati City, Philippines"],"affiliations":[{"raw_affiliation_string":"Asia Pacific College,School of Engineering,Makati City,Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]},{"raw_affiliation_string":"School of Engineering, Asia Pacific College, Makati City, Philippines","institution_ids":["https://openalex.org/I90519992","https://openalex.org/I4391768255"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5043496177","display_name":"Roben A. Juanatas","orcid":"https://orcid.org/0009-0000-0572-0785"},"institutions":[{"id":"https://openalex.org/I4210090490","display_name":"National University","ror":"https://ror.org/000a8qk84","country_code":"PH","type":"education","lineage":["https://openalex.org/I4210090490"]}],"countries":["PH"],"is_corresponding":false,"raw_author_name":"Roben A. Juanatas","raw_affiliation_strings":["National University,College of Computing and Information Technology,Manila,Philippines","College of Computing and Information Technology, National University, Manila, Philippines"],"affiliations":[{"raw_affiliation_string":"National University,College of Computing and Information Technology,Manila,Philippines","institution_ids":["https://openalex.org/I4210090490"]},{"raw_affiliation_string":"College of Computing and Information Technology, National University, Manila, Philippines","institution_ids":["https://openalex.org/I4210090490"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5039076860"],"corresponding_institution_ids":["https://openalex.org/I4391768255","https://openalex.org/I90519992"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.14809071,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"10","issue":null,"first_page":"399","last_page":"400"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.996999979019165,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.996999979019165,"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/T12597","display_name":"Fire Detection and Safety Systems","score":0.978600025177002,"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/T12222","display_name":"IoT-based Smart Home Systems","score":0.9776999950408936,"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/workload","display_name":"Workload","score":0.7080552577972412},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6631163358688354},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.6187946200370789},{"id":"https://openalex.org/keywords/detector","display_name":"Detector","score":0.5468364357948303},{"id":"https://openalex.org/keywords/sensitivity","display_name":"Sensitivity (control systems)","score":0.5020537376403809},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.48876380920410156},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4604421854019165},{"id":"https://openalex.org/keywords/vitality","display_name":"Vitality","score":0.44556015729904175},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.42004379630088806},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3202192187309265},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.17255836725234985},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11287719011306763},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.11267024278640747}],"concepts":[{"id":"https://openalex.org/C2778476105","wikidata":"https://www.wikidata.org/wiki/Q628539","display_name":"Workload","level":2,"score":0.7080552577972412},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6631163358688354},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.6187946200370789},{"id":"https://openalex.org/C94915269","wikidata":"https://www.wikidata.org/wiki/Q1834857","display_name":"Detector","level":2,"score":0.5468364357948303},{"id":"https://openalex.org/C21200559","wikidata":"https://www.wikidata.org/wiki/Q7451068","display_name":"Sensitivity (control systems)","level":2,"score":0.5020537376403809},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.48876380920410156},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4604421854019165},{"id":"https://openalex.org/C2779829227","wikidata":"https://www.wikidata.org/wiki/Q7936872","display_name":"Vitality","level":2,"score":0.44556015729904175},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.42004379630088806},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3202192187309265},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.17255836725234985},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11287719011306763},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.11267024278640747},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.0},{"id":"https://openalex.org/C27206212","wikidata":"https://www.wikidata.org/wiki/Q34178","display_name":"Theology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/gcce59613.2023.10315691","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/gcce59613.2023.10315691","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 12th Global Conference on Consumer Electronics (GCCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3","score":0.8199999928474426}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2193145675","https://openalex.org/W2796438033","https://openalex.org/W2890715498","https://openalex.org/W3106250896"],"related_works":["https://openalex.org/W2752150657","https://openalex.org/W2495634133","https://openalex.org/W2968549252","https://openalex.org/W4353001384","https://openalex.org/W2356578566","https://openalex.org/W2358296490","https://openalex.org/W2967804359","https://openalex.org/W4232780495","https://openalex.org/W2358294942","https://openalex.org/W4367460280"],"abstract_inverted_index":{"The":[0,29,97],"development":[1],"of":[2,31,56,69,89,111,159],"a":[3],"model":[4,83],"for":[5,101,108,147],"identifying":[6],"smokers":[7],"in":[8,15,35,45,87,133,138],"closed-circuit":[9],"video":[10],"(CCTV)":[11],"footage":[12],"is":[13],"presented":[14],"this":[16,57],"research":[17,33],"work":[18],"employing":[19],"the":[20,32,46,54,67,78,81,102,109,127,145,160],"MobileNetv2":[21],"-":[22],"SSD":[23,104],"(Single":[24],"Shot":[25],"MultiBox":[26],"Detector)":[27],"algorithm.":[28],"vitality":[30],"hinges":[34],"its":[36],"ability":[37],"to":[38,77],"automatically":[39],"monitor":[40],"and":[41,51,94,121,131,155],"enforce":[42],"no-smoking":[43],"policies":[44],"Philippines,":[47],"improving":[48],"public":[49],"health":[50],"safety.":[52],"With":[53],"usage":[55],"model,":[58],"smoking":[59,136],"infractions":[60],"can":[61],"be":[62],"reduced":[63],"while":[64,72],"also":[65],"alleviating":[66],"workload":[68],"manual":[70],"monitoring":[71],"providing":[73],"prompt":[74],"solutions.":[75],"According":[76],"research\u2019s":[79],"finding,":[80],"proposed":[82],"exhibits":[84],"excellent":[85],"results":[86,100],"terms":[88],"accuracy,":[90],"precision,":[91],"sensitivity/recall,":[92],"specificity,":[93],"F1-score":[95],"evaluation.":[96],"following":[98],"test":[99],"MobileNetV2":[103],"algorithm":[105],"were":[106],"obtained":[107],"detection":[110,162],"smokers:":[112],"Accuracy:":[113],"0.9722,":[114,118,120],"Precision:":[115],"0.9728,":[116],"Sensitivity/Recall:":[117],"Specificity:":[119],"F1-score:":[122],"0.9722.":[123],"These":[124],"findings":[125,143],"demonstrate":[126],"developed":[128],"model\u2019s":[129],"efficacy":[130],"durability":[132],"accurately":[134],"recognizing":[135],"incidents":[137],"CCTV":[139],"footage.":[140],"This":[141],"study\u2019s":[142],"pave":[144],"way":[146],"further":[148],"research,":[149],"such":[150],"as":[151],"adding":[152],"multimodal":[153],"data":[154],"building":[156],"real-world":[157],"applications":[158],"smoker":[161],"system.":[163]},"counts_by_year":[],"updated_date":"2025-12-21T01:58:51.020947","created_date":"2025-10-10T00:00:00"}
