{"id":"https://openalex.org/W4407302020","doi":"https://doi.org/10.1016/j.procs.2024.12.024","title":"Deep Learning-Based Vehicle Speed Estimation in Bidirectional Traffic Lanes","display_name":"Deep Learning-Based Vehicle Speed Estimation in Bidirectional Traffic Lanes","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407302020","doi":"https://doi.org/10.1016/j.procs.2024.12.024"},"language":"en","primary_location":{"id":"doi:10.1016/j.procs.2024.12.024","doi":"https://doi.org/10.1016/j.procs.2024.12.024","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.12.024","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"volume":null,"type":"conference-paper","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.1016/j.procs.2024.12.024","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5090400172","display_name":"Jen Aldwayne B. Delmo","orcid":"https://orcid.org/0000-0002-7899-5023","observed_orcids":["https://orcid.org/0000-0002-7899-5023"]},"institutions":[{"id":"https://openalex.org/I4405280902","display_name":"Batangas State University-Alangilan","ror":"https://ror.org/03jzv0390","country_code":"PH","type":"education","lineage":["https://openalex.org/I3516337","https://openalex.org/I4405280902"]}],"countries":["PH"],"is_corresponding":true,"raw_author_name":"Jen Aldwayne B. Delmo","raw_affiliation_strings":["Batangas State University, Alangilan, Batangas City and 4200, Philippines"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Batangas State University, Alangilan, Batangas City and 4200, Philippines","institution_ids":["https://openalex.org/I4405280902"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5090400172"],"corresponding_institution_ids":["https://openalex.org/I4405280902"],"apc_list":null,"apc_paid":null,"fwci":3.4123,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.93848061,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":93,"max":99},"biblio":{"volume":"252","issue":null,"first_page":"222","last_page":"230"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9297000169754028,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9297000169754028,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.03280000016093254,"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/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.02539999969303608,"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/vehicle-speed-estimation","display_name":"vehicle speed estimation","score":1.0},{"id":"https://openalex.org/keywords/yolov8","display_name":"YOLOv8","score":0.9950000047683716},{"id":"https://openalex.org/keywords/object-detection","display_name":"object detection","score":0.8420000076293945},{"id":"https://openalex.org/keywords/region-of-interest","display_name":"region of interest","score":0.7730000019073486},{"id":"https://openalex.org/keywords/real-time-traffic-monitoring","display_name":"real-time traffic monitoring","score":0.6179999709129333},{"id":"https://openalex.org/keywords/intelligent-transportation-systems","display_name":"intelligent transportation systems","score":0.8119999766349792},{"id":"https://openalex.org/keywords/multi-sensor-fusion","display_name":"multi-sensor fusion","score":0.7149999737739563}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.9292516708374023},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5099939107894897},{"id":"https://openalex.org/C2993660032","wikidata":"https://www.wikidata.org/wiki/Q746984","display_name":"Traffic speed","level":2,"score":0.47295400500297546},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4725470244884491},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4689069986343384},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4368453919887543},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.3287566900253296},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.255201518535614},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1016/j.procs.2024.12.024","doi":"https://doi.org/10.1016/j.procs.2024.12.024","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.12.024","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1016/j.procs.2024.12.024","doi":"https://doi.org/10.1016/j.procs.2024.12.024","is_oa":true,"landing_page_url":"https://doi.org/10.1016/j.procs.2024.12.024","pdf_url":null,"source":{"id":"https://openalex.org/S120348307","display_name":"Procedia Computer Science","issn_l":"1877-0509","issn":["1877-0509"],"is_oa":true,"is_in_doaj":false,"is_core":true,"listed_in":["anvur-scientific","cwts-core","jufo-1","norway-1"],"host_organization":"https://openalex.org/P4310320990","host_organization_name":"Elsevier BV","host_organization_lineage":["https://openalex.org/P4310320990"],"host_organization_lineage_names":["Elsevier BV"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Procedia Computer Science","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.651199996471405,"display_name":"Industry, innovation and infrastructure","id":"https://metadata.un.org/sdg/9"},{"score":0.47999998927116394,"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":13,"referenced_works":["https://openalex.org/W1841787374","https://openalex.org/W2040583469","https://openalex.org/W2193145675","https://openalex.org/W2908162093","https://openalex.org/W2963446712","https://openalex.org/W3106250896","https://openalex.org/W4210598935","https://openalex.org/W4226323522","https://openalex.org/W4239477748","https://openalex.org/W4323667857","https://openalex.org/W4398205729","https://openalex.org/W4399240157","https://openalex.org/W6750227808"],"related_works":["https://openalex.org/W4407189090","https://openalex.org/W4409642527","https://openalex.org/W7130397815","https://openalex.org/W4392248439","https://openalex.org/W7219441297","https://openalex.org/W7217444401","https://openalex.org/W4407682692","https://openalex.org/W4319838238","https://openalex.org/W4400675136","https://openalex.org/W4407788131"],"abstract_inverted_index":{"Accurate":[0],"vehicle":[1,36],"speed":[2,63,97],"estimation":[3],"is":[4],"critical":[5],"for":[6,60,91,114],"efficient":[7],"traffic":[8,17],"management":[9],"and":[10,46,70,96,109],"safety,":[11],"particularly":[12],"in":[13,38],"areas":[14],"with":[15,73,99],"complex":[16],"patterns":[18],"such":[19,106],"as":[20,107],"bidirectional":[21,39],"lanes.":[22],"This":[23],"study":[24],"proposes":[25],"a":[26,77],"deep":[27],"learning-based":[28],"system":[29,53],"utilizing":[30],"the":[31,51,87,112],"YOLOv8":[32,66,74,90],"model":[33,67],"to":[34],"estimate":[35],"speeds":[37],"traffic.":[40],"By":[41],"leveraging":[42],"existing":[43],"camera":[44],"infrastructure":[45],"advanced":[47],"image":[48],"processing":[49],"techniques,":[50],"proposed":[52],"focuses":[54],"on":[55],"regions":[56],"of":[57,82,89,102],"interest":[58],"(ROI)":[59],"more":[61,115],"accurate":[62],"calculation.":[64],"Three":[65],"variants\u2014Nano,":[68],"Small,":[69],"Medium\u2014are":[71],"evaluated,":[72],"Medium":[75],"achieving":[76],"mean":[78],"Average":[79],"Precision":[80],"(mAP)":[81],"93.6%.":[83],"The":[84],"results":[85],"demonstrate":[86],"potential":[88],"improving":[92],"real-time":[93],"object":[94],"detection":[95],"estimation,":[98],"future":[100],"integration":[101],"additional":[103],"sensor":[104],"modalities,":[105],"lidar":[108],"radar,":[110],"paving":[111],"way":[113],"robust":[116],"intelligent":[117],"transportation":[118],"systems.":[119]},"counts_by_year":[{"year":2026,"cited_by_count":8},{"year":2025,"cited_by_count":2}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2025-02-10T00:00:00"}