{"id":"https://openalex.org/W7152478677","doi":"https://doi.org/10.1109/icecet63943.2025.11472201","title":"Non-Invasive Bimodal Biometric in Intelligent Surveillance Systems","display_name":"Non-Invasive Bimodal Biometric in Intelligent Surveillance Systems","publication_year":2025,"publication_date":"2025-07-03","ids":{"openalex":"https://openalex.org/W7152478677","doi":"https://doi.org/10.1109/icecet63943.2025.11472201"},"language":null,"primary_location":{"id":"doi:10.1109/icecet63943.2025.11472201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","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/A5071444214","display_name":"Glen Lehlohonolo Moepi","orcid":"https://orcid.org/0000-0001-6574-5036"},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":true,"raw_author_name":"Glen Lehlohonolo Moepi","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068434545","display_name":"Topside E. Mathonsi","orcid":"https://orcid.org/0000-0002-0439-7186"},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Topside Ehleketani Mathonsi","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025618415","display_name":"D. P. du Plessis","orcid":null},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Deon du Plessis","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058915745","display_name":"Tonderai Muchenje","orcid":"https://orcid.org/0000-0002-0181-2655"},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tonderai Muchenje","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5013186512","display_name":"Tshimangadzo M. Tshilongamulenzhe","orcid":null},"institutions":[{"id":"https://openalex.org/I137616099","display_name":"Tshwane University of Technology","ror":"https://ror.org/037mrss42","country_code":"ZA","type":"education","lineage":["https://openalex.org/I137616099"]}],"countries":["ZA"],"is_corresponding":false,"raw_author_name":"Tshimangadzo M. Tshilongamulenzhe","raw_affiliation_strings":["Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa"],"affiliations":[{"raw_affiliation_string":"Tshwane University of Technology,Department of Information Technology,Pretoria,South Africa","institution_ids":["https://openalex.org/I137616099"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5071444214"],"corresponding_institution_ids":["https://openalex.org/I137616099"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.74993585,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10828","display_name":"Biometric Identification and Security","score":0.5791000127792358,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T10828","display_name":"Biometric Identification and Security","score":0.5791000127792358,"subfield":{"id":"https://openalex.org/subfields/1711","display_name":"Signal Processing"},"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/T11800","display_name":"User Authentication and Security Systems","score":0.03830000013113022,"subfield":{"id":"https://openalex.org/subfields/1710","display_name":"Information Systems"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.02070000022649765,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/biometrics","display_name":"Biometrics","score":0.4242999851703644},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.3163999915122986},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.27619999647140503},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.2685999870300293},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.2547999918460846}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6085000038146973},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4359999895095825},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.4242999851703644},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.3163999915122986},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.29030001163482666},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.27619999647140503},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2685999870300293},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.26159998774528503},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.2547999918460846},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.2517000138759613}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icecet63943.2025.11472201","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icecet63943.2025.11472201","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 5th International Conference on Electrical, Computer and Energy Technologies (ICECET)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.4402555525302887,"id":"https://metadata.un.org/sdg/13","display_name":"Climate action"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W3017743104","https://openalex.org/W3096887077","https://openalex.org/W3126637263","https://openalex.org/W3128064349","https://openalex.org/W3158112938","https://openalex.org/W3199929422","https://openalex.org/W4289109883","https://openalex.org/W4385451184","https://openalex.org/W4390703919","https://openalex.org/W4396523410","https://openalex.org/W4396888632"],"related_works":[],"abstract_inverted_index":{"Surveillance":[0],"systems":[1,20],"are":[2,50,94,101],"essential":[3],"for":[4,68,73],"enhancing":[5],"security":[6],"and":[7,33,71,86,98,119,140,150,164],"monitoring":[8],"in":[9,57],"dynamic":[10],"environments.":[11],"This":[12,126],"study":[13],"developed":[14],"two":[15],"AI-driven":[16],"bimodal":[17],"biometric":[18],"recognition":[19,35,130],"that":[21],"address":[22],"the":[23,46,159],"limitations":[24],"of":[25,66,81,132,162],"traditional":[26],"unimodal":[27,154],"surveillance.":[28],"Prototype":[29],"A":[30,108],"integrates":[31],"ear":[32,74],"facial":[34,69,85,92],"using":[36,89,103],"a":[37,61,129],"deep":[38],"Convolutional":[39],"Neural":[40,105],"Network":[41],"(CNN)":[42],"architecture":[43],"based":[44],"on":[45,117,168],"YOLOv8":[47],"framework.":[48],"Outputs":[49],"fused":[51],"through":[52],"data":[53],"fusion":[54,139],"techniques":[55],"implemented":[56],"Google":[58,120],"Colab,":[59],"achieving":[60],"mean":[62],"average":[63],"precision":[64],"(mAP)":[65],"65.61%":[67],"detection":[70],"91.2%":[72],"recognition,":[75],"with":[76,115],"an":[77],"overall":[78],"operational":[79],"accuracy":[80,131],"85%.Prototype":[82],"B":[83],"combines":[84],"gait":[87,99],"biometrics":[88],"FlutterFlow,":[90],"where":[91],"features":[93],"extracted":[95],"via":[96],"CNNs":[97],"patterns":[100],"analyzed":[102],"Recurrent":[104],"Networks":[106],"(RNNs).":[107],"weighted":[109],"scoring":[110],"algorithm":[111],"dynamically":[112],"fuses":[113],"outputs,":[114],"deployment":[116],"Firebase":[118],"Analytics":[121],"integration":[122],"supporting":[123],"real-time":[124],"adaptability.":[125],"prototype":[127],"achieved":[128],"up":[133],"to":[134,153],"80%.":[135],"By":[136],"leveraging":[137],"multimodal":[138],"Deep":[141],"Learning":[142],"(DL),":[143],"both":[144],"prototypes":[145],"demonstrated":[146],"improved":[147],"accuracy,":[148],"robustness,":[149],"adaptability":[151],"compared":[152],"systems.":[155,171],"These":[156],"findings":[157],"underscore":[158],"transformative":[160],"impact":[161],"AI":[163],"Computer":[165],"Vision":[166],"(CV)":[167],"next-generation":[169],"surveillance":[170]},"counts_by_year":[],"updated_date":"2026-04-11T06:13:24.991567","created_date":"2026-04-10T00:00:00"}
