{"id":"https://openalex.org/W4405962304","doi":"https://doi.org/10.1109/iccais63750.2024.10814528","title":"Real-Time Vehicle Detection Using Surveillance Cameras: An Empirical Evaluation in Vietnamese Traffic Scenes","display_name":"Real-Time Vehicle Detection Using Surveillance Cameras: An Empirical Evaluation in Vietnamese Traffic Scenes","publication_year":2024,"publication_date":"2024-11-26","ids":{"openalex":"https://openalex.org/W4405962304","doi":"https://doi.org/10.1109/iccais63750.2024.10814528"},"language":"en","primary_location":{"id":"doi:10.1109/iccais63750.2024.10814528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","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/A5045559280","display_name":"T\u1eeb Minh Ph\u01b0\u01a1ng","orcid":"https://orcid.org/0000-0001-6415-228X"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Ta Viet Phuong","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037603575","display_name":"Chinh Doan Tran","orcid":"https://orcid.org/0000-0003-4070-8591"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Chinh Tran","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5058011898","display_name":"Thao Vo","orcid":"https://orcid.org/0009-0005-5439-8354"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thao Vo","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112419296","display_name":"Khanh-Duy Nguyen","orcid":null},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Khanh-Duy Nguyen","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030497917","display_name":"Nguyen D. Vo","orcid":"https://orcid.org/0000-0003-2530-971X"},"institutions":[{"id":"https://openalex.org/I123565023","display_name":"Vietnam National University Ho Chi Minh City","ror":"https://ror.org/00waaqh38","country_code":"VN","type":"education","lineage":["https://openalex.org/I123565023"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Nguyen D. Vo","raw_affiliation_strings":["University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Information Technology, Vietnam National University,Ho Chi Minh City,Vietnam","institution_ids":["https://openalex.org/I123565023"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5045559280"],"corresponding_institution_ids":["https://openalex.org/I123565023"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.23801633,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9520000219345093,"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":0.9520000219345093,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9085999727249146,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.9039999842643738,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/computer-science","display_name":"Computer science","score":0.7106732130050659},{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.6713020205497742},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4979085922241211},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4878807067871094},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34126150608062744}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7106732130050659},{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.6713020205497742},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4979085922241211},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4878807067871094},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34126150608062744},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/iccais63750.2024.10814528","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iccais63750.2024.10814528","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 13th International Conference on Control, Automation and Information Sciences (ICCAIS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":9,"referenced_works":["https://openalex.org/W2970987838","https://openalex.org/W3034971973","https://openalex.org/W3035160371","https://openalex.org/W3042011474","https://openalex.org/W4311536282","https://openalex.org/W4319600834","https://openalex.org/W4382059335","https://openalex.org/W4386076325","https://openalex.org/W4403770406"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Real-time":[0],"vehicle":[1,27,41,148,168],"detection":[2,42,53,102,169],"from":[3],"surveillance":[4],"cameras":[5],"is":[6],"essential":[7],"for":[8,50,62,113,133,166],"traffic":[9,96,135,180],"management,":[10],"safety,":[11],"and":[12,17,29,55,73,104,111],"urban":[13],"planning.":[14],"The":[15],"complex":[16],"dynamic":[18],"nature":[19],"of":[20,40,89,119,175],"Vietnamese":[21,95,134],"traffic,":[22],"characterized":[23],"by":[24],"congestion,":[25],"varied":[26],"types,":[28],"frequent":[30],"occlusions,":[31],"poses":[32],"significant":[33],"challenges":[34],"that":[35,140],"necessitate":[36],"a":[37],"robust":[38],"evaluation":[39,162],"mod-e<tex":[43],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[44],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">$l$</tex>s.":[45],"YOLO":[46,91,121,142],"models":[47,68,92,122,143],"are":[48],"renowned":[49],"their":[51,70,77,150,155],"high":[52],"accuracy":[54,103],"fast":[56],"processing":[57,105],"speeds,":[58],"making":[59],"them":[60],"suitable":[61],"real-time":[63,158],"applications.":[64,159],"However,":[65],"as":[66,101],"these":[67,90],"evolve,":[69],"increasing":[71],"complexity":[72],"size":[74,152],"may":[75,153],"hinder":[76],"effectiveness,":[78],"particularly":[79],"on":[80,126],"resource-constrained":[81],"devices.":[82],"This":[83,160],"study":[84],"rigorously":[85],"assesses":[86],"the":[87,117,127,173],"efficiency":[88],"in":[93,147,157,178],"real-world":[94],"scenarios,":[97],"analyzing":[98],"metrics":[99],"such":[100],"speed":[106],"to":[107,124,172],"identify":[108],"specific":[109],"shortcomings":[110],"areas":[112],"improvement.":[114],"We":[115],"evaluates":[116],"performance":[118,146],"various":[120],"(v5":[123],"vlO)":[125],"UIT-":[128],"VinaDEVES22":[129],"dataset,":[130],"specifically":[131],"designed":[132],"scenes.":[136],"Our":[137],"findings":[138],"reveal":[139],"while":[141],"demonstrate":[144],"strong":[145],"detection,":[149],"growing":[151],"limit":[154],"practicality":[156],"empirical":[161],"provides":[163],"valuable":[164],"insights":[165],"optimizing":[167],"systems,":[170],"contributing":[171],"advancement":[174],"computer":[176],"vision":[177],"challeneing":[179],"environments.":[181]},"counts_by_year":[],"updated_date":"2026-05-05T08:41:31.759640","created_date":"2025-10-10T00:00:00"}