{"id":"https://openalex.org/W4312353211","doi":"https://doi.org/10.1109/icccnt54827.2022.9984398","title":"YOLOV5 Based A Real Time Automatic Number Plate And Helmet Recognition System","display_name":"YOLOV5 Based A Real Time Automatic Number Plate And Helmet Recognition System","publication_year":2022,"publication_date":"2022-10-03","ids":{"openalex":"https://openalex.org/W4312353211","doi":"https://doi.org/10.1109/icccnt54827.2022.9984398"},"language":"en","primary_location":{"id":"doi:10.1109/icccnt54827.2022.9984398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984398","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/A5051560351","display_name":"S Maheswaran","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Maheswaran","raw_affiliation_strings":["Kongu Engineering College,Department of ECE,Perundurai, Erode,India","Department of ECE, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of ECE,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028029577","display_name":"N Indhumathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"N Indhumathi","raw_affiliation_strings":["Kongu Engineering College,Department of ECE,Perundurai, Erode,India","Department of ECE, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of ECE,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074029809","display_name":"Sanjeevi Kumar.","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Deepan Kumar","raw_affiliation_strings":["Kongu Engineering College,Department of ECE,Perundurai, Erode,India","Department of ECE, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of ECE,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063650166","display_name":"G Murugesan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"G Murugesan","raw_affiliation_strings":["Kongu Engineering College,Department of ECE,Perundurai, Erode,India","Department of ECE, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of ECE,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054990685","display_name":"Prakash Duraisamy","orcid":"https://orcid.org/0000-0001-6446-3766"},"institutions":[{"id":"https://openalex.org/I83809506","display_name":"University of South Alabama","ror":"https://ror.org/01s7b5y08","country_code":"US","type":"education","lineage":["https://openalex.org/I83809506"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Prakash Duraisamy","raw_affiliation_strings":["University of South Alabama,Department of Computer Science,Mobile,U.S.A","Department of Computer Science, University of South Alabama, Mobile, U.S.A"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of South Alabama,Department of Computer Science,Mobile,U.S.A","institution_ids":["https://openalex.org/I83809506"]},{"raw_affiliation_string":"Department of Computer Science, University of South Alabama, Mobile, U.S.A","institution_ids":["https://openalex.org/I83809506"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014424756","display_name":"S Nandita","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"S Nandita","raw_affiliation_strings":["Kongu Engineering College,Department of ECE,Perundurai, Erode,India","Department of ECE, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of ECE,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of ECE, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5029584526","display_name":"R D Gomathi","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"R D Gomathi","raw_affiliation_strings":["Kongu Engineering College,Department of English,Perundurai, Erode,India","Department of English, Kongu Engineering College, Perundurai, Erode, India"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kongu Engineering College,Department of English,Perundurai, Erode,India","institution_ids":[]},{"raw_affiliation_string":"Department of English, Kongu Engineering College, Perundurai, Erode, India","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.8548,"has_fulltext":false,"cited_by_count":30,"citation_normalized_percentile":{"value":0.98096565,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":99},"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/T12707","display_name":"Vehicle License Plate Recognition","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12707","display_name":"Vehicle License Plate Recognition","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.993399977684021,"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/T10601","display_name":"Handwritten Text Recognition Techniques","score":0.9919999837875366,"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/computer-science","display_name":"Computer science","score":0.6663831472396851},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6311059594154358},{"id":"https://openalex.org/keywords/python","display_name":"Python (programming language)","score":0.6274539828300476},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.5870935320854187},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.562210738658905},{"id":"https://openalex.org/keywords/operating-system","display_name":"Operating system","score":0.0934516191482544}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6663831472396851},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6311059594154358},{"id":"https://openalex.org/C519991488","wikidata":"https://www.wikidata.org/wiki/Q28865","display_name":"Python (programming language)","level":2,"score":0.6274539828300476},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5870935320854187},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.562210738658905},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0934516191482544}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icccnt54827.2022.9984398","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icccnt54827.2022.9984398","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":[{"score":0.5600000023841858,"display_name":"Peace, Justice and strong institutions","id":"https://metadata.un.org/sdg/16"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1588424367","https://openalex.org/W1692009177","https://openalex.org/W2055408190","https://openalex.org/W2806260107","https://openalex.org/W2893345277","https://openalex.org/W2902830107","https://openalex.org/W2941508899","https://openalex.org/W2946402975","https://openalex.org/W2953400329","https://openalex.org/W2979408931","https://openalex.org/W3008223585","https://openalex.org/W3012482474","https://openalex.org/W3016459264","https://openalex.org/W3017825328","https://openalex.org/W3021823674","https://openalex.org/W3023939840","https://openalex.org/W3092461174","https://openalex.org/W3116741301","https://openalex.org/W3159003737","https://openalex.org/W3167999093","https://openalex.org/W4205460274","https://openalex.org/W4210402351","https://openalex.org/W4220837013","https://openalex.org/W4281553803","https://openalex.org/W4285118220","https://openalex.org/W4285221100","https://openalex.org/W4293053943","https://openalex.org/W4296443135","https://openalex.org/W4312345960"],"related_works":["https://openalex.org/W2755342338","https://openalex.org/W2058170566","https://openalex.org/W2036807459","https://openalex.org/W2775347418","https://openalex.org/W1969923398","https://openalex.org/W2166024367","https://openalex.org/W2772917594","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2079911747"],"abstract_inverted_index":{"In":[0,101],"today\u2019s":[1],"busy":[2],"life,":[3],"many":[4],"road":[5,23],"accidents":[6],"are":[7,124,138,185,237,246,271],"seen":[8],"and":[9,117,131,157,179,207,215,258,313,330,334,341],"it":[10,49,60,91,259],"doesn\u2019t":[11],"take":[12],"longer":[13],"to":[14,28,54,63,67,95,126,189,283],"us":[15],"as":[16,72,88],"a":[17,44,51,274,291,293],"victim.":[18],"Almost":[19],"80%":[20],"of":[21,78,145,164,193,254,302],"the":[22,31,41,65,74,79,84,97,102,105,118,122,133,135,147,155,162,167,177,181,191,197,203,219,221,226,234,241,252,261,265,278,285,288],"accident":[24],"fatal":[25],"occurs":[26],"due":[27],"not":[29],"wearing":[30],"helmet.":[32,217,242],"So,":[33],"helmet":[34,69,214,312],"should":[35],"be":[36,324],"worn":[37],"properly.":[38],"But":[39],"from":[40,183,201,264],"beginning":[42],"onwards,":[43],"child":[45],"is":[46,61,92,107,115,143,152,174,281],"trained":[47,108],"that":[48],"requires":[50],"driving":[52],"force":[53],"do":[55],"some":[56],"work.":[57],"For":[58],"that,":[59],"necessary":[62],"enforce":[64],"public":[66],"wear":[68],"through":[70],"fine":[71,85],"per":[73],"motor":[75],"vehicle":[76,98,222],"act":[77],"respective":[80],"country.":[81],"To":[82],"make":[83],"collection":[86],"process":[87,192,230],"automatic":[89],"one,":[90],"also":[93],"required":[94],"identify":[96],"number":[99,227,244,266,316],"plate.":[100],"proposed":[103,141,204,298],"design,":[104],"model":[106,142,171],"with":[109,121,161,213,251,326],"YOLO":[110,127,198],"v5.":[111],"The":[112,140,150,170,243,269,297],"dataset":[113],"collected":[114],"annotated":[116],"images":[119,235],"along":[120],"labels":[123],"fed":[125,186],"v5":[128],"for":[129,233,304,307,310,315,338],"training":[130],"at":[132],"end":[134],"weight":[136,172,199],"files":[137,200],"created.":[139],"capable":[144],"processing":[146],"live":[148],"video.":[149],"video":[151],"captured":[153],"using":[154,166,248,290],"camera":[156],"split":[158],"into":[159,273],"frames":[160,182],"help":[163,253],"python":[165],"package":[168],"OpenCV.":[169],"file":[173,280],"loaded":[175],"in":[176,187,287],"PyTorch":[178],"then":[180],"OpenCV":[184],"order":[188],"start":[190],"detection.":[194],"Based":[195],"on":[196],"training,":[202],"system":[205],"detects":[206],"classify":[208],"under":[209],"two":[210],"classifications":[211],"called":[212],"without":[216,224,240],"After":[218],"detecting":[220],"rider":[223,239],"helmet,":[225,308],"plate":[228,255,267,317],"recognition":[229],"takes":[231],"place":[232],"which":[236],"having":[238],"plates":[245],"recognized":[247],"OCR":[249,328],"technique":[250],"recognizer":[256],"API":[257],"returns":[260],"text":[262],"extracted":[263],"image.":[268],"texts":[270],"stored":[272],"csv":[275],"file.":[276],"Later,":[277],"specific":[279],"used":[282],"display":[284],"results":[286],"browser":[289],"Flask,":[292],"web":[294],"app":[295],"framework.":[296],"model,":[299],"confidence":[300],"score":[301],"84%":[303],"rider,":[305],"92%":[306],"90%":[309],"no":[311],"82%":[314],"have":[318],"been":[319],"achieved.":[320],"Further":[321],"this":[322],"can":[323],"extended":[325],"own":[327],"engine":[329],"better":[331],"UI":[332],"Display":[333],"security":[335],"like":[336],"logins":[337],"citizens,":[339],"officials":[340],"admin.":[342]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":9}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}