{"id":"https://openalex.org/W7134199622","doi":"https://doi.org/10.1049/ipr2.70322","title":"Advancing Traffic Safety in Dense Urban Settings: A Robust Real\u2010Time Wrong\u2010Way Driving Detection System with Hough Transform and YOLOv5","display_name":"Advancing Traffic Safety in Dense Urban Settings: A Robust Real\u2010Time Wrong\u2010Way Driving Detection System with Hough Transform and YOLOv5","publication_year":2026,"publication_date":"2026-01-01","ids":{"openalex":"https://openalex.org/W7134199622","doi":"https://doi.org/10.1049/ipr2.70322"},"language":"en","primary_location":{"id":"doi:10.1049/ipr2.70322","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70322","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1049/ipr2.70322","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Anik Majumder","orcid":null},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Anik Majumder","raw_affiliation_strings":["Department of Computer Science and Engineering Premier University Chattogram Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Premier University Chattogram Bangladesh","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5128354253","display_name":"Joya Mallick","orcid":null},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Joya Mallick","raw_affiliation_strings":["Department of Computer Science and Engineering Premier University Chattogram Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Premier University Chattogram Bangladesh","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038563776","display_name":"Dhrubajyoti Das","orcid":"https://orcid.org/0000-0003-2419-1641"},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Dhrubajyoti Das","raw_affiliation_strings":["Department of Computer Science and Engineering Premier University Chattogram Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-2419-1641","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Premier University Chattogram Bangladesh","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101576243","display_name":"Avishek Chowdhury","orcid":"https://orcid.org/0009-0009-8017-7757"},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Avishek Chowdhury","raw_affiliation_strings":["Department of Computer Science and Engineering Premier University Chattogram Bangladesh"],"raw_orcid":"https://orcid.org/0009-0009-8017-7757","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Premier University Chattogram Bangladesh","institution_ids":["https://openalex.org/I76129166"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5128330571","display_name":"Shrabanti Debi","orcid":null},"institutions":[{"id":"https://openalex.org/I76129166","display_name":"Premier University","ror":"https://ror.org/02j96nm37","country_code":"BD","type":"education","lineage":["https://openalex.org/I76129166"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Shrabanti Debi","raw_affiliation_strings":["Department of Computer Science and Engineering Premier University Chattogram Bangladesh"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computer Science and Engineering Premier University Chattogram Bangladesh","institution_ids":["https://openalex.org/I76129166"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5038563776"],"corresponding_institution_ids":["https://openalex.org/I76129166"],"apc_list":{"value":2000,"currency":"EUR","value_usd":2200},"apc_paid":{"value":2000,"currency":"EUR","value_usd":2200},"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.33659951,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.6489999890327454,"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"}},"topics":[{"id":"https://openalex.org/T11099","display_name":"Autonomous Vehicle Technology and Safety","score":0.6489999890327454,"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"}},{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.17669999599456787,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.03889999911189079,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/hough-transform","display_name":"Hough transform","score":0.7681000232696533},{"id":"https://openalex.org/keywords/scalability","display_name":"Scalability","score":0.599399983882904},{"id":"https://openalex.org/keywords/traffic-congestion","display_name":"Traffic congestion","score":0.5662000179290771},{"id":"https://openalex.org/keywords/precision-and-recall","display_name":"Precision and recall","score":0.5504999756813049},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.5188999772071838},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.46810001134872437},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4577000141143799},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.4528000056743622}],"concepts":[{"id":"https://openalex.org/C200518788","wikidata":"https://www.wikidata.org/wiki/Q195076","display_name":"Hough transform","level":3,"score":0.7681000232696533},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7319999933242798},{"id":"https://openalex.org/C48044578","wikidata":"https://www.wikidata.org/wiki/Q727490","display_name":"Scalability","level":2,"score":0.599399983882904},{"id":"https://openalex.org/C2779888511","wikidata":"https://www.wikidata.org/wiki/Q244156","display_name":"Traffic congestion","level":2,"score":0.5662000179290771},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.5504999756813049},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5382999777793884},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5314000248908997},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.5188999772071838},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.46810001134872437},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4577000141143799},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.4528000056743622},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.4099000096321106},{"id":"https://openalex.org/C2908647359","wikidata":"https://www.wikidata.org/wiki/Q2625603","display_name":"Population","level":2,"score":0.40720000863075256},{"id":"https://openalex.org/C151043444","wikidata":"https://www.wikidata.org/wiki/Q28253","display_name":"Lane departure warning system","level":2,"score":0.3840999901294708},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.3831999897956848},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.37700000405311584},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3765999972820282},{"id":"https://openalex.org/C16345878","wikidata":"https://www.wikidata.org/wiki/Q107472979","display_name":"Orientation (vector space)","level":2,"score":0.3700999915599823},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.30889999866485596},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.30410000681877136},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.2906999886035919},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.2689000070095062},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.2687999904155731},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.26829999685287476},{"id":"https://openalex.org/C2985695025","wikidata":"https://www.wikidata.org/wiki/Q4323994","display_name":"Road traffic","level":2,"score":0.26669999957084656},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2533999979496002}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1049/ipr2.70322","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70322","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1049/ipr2.70322","is_oa":true,"landing_page_url":"https://doi.org/10.1049/ipr2.70322","pdf_url":null,"source":{"id":"https://openalex.org/S83215360","display_name":"IET Image Processing","issn_l":"1751-9659","issn":["1751-9659","1751-9667"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310311714","host_organization_name":"Institution of Engineering and Technology","host_organization_lineage":["https://openalex.org/P4310311714"],"host_organization_lineage_names":["Institution of Engineering and Technology"],"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":"IET Image Processing","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","score":0.7592231035232544,"id":"https://metadata.un.org/sdg/11"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":31,"referenced_works":["https://openalex.org/W1995376165","https://openalex.org/W2072485471","https://openalex.org/W2095905764","https://openalex.org/W2145023731","https://openalex.org/W2153776042","https://openalex.org/W2565639579","https://openalex.org/W2769884739","https://openalex.org/W2963037989","https://openalex.org/W2977686266","https://openalex.org/W3005964676","https://openalex.org/W3015739805","https://openalex.org/W3096096022","https://openalex.org/W3200991502","https://openalex.org/W4200266558","https://openalex.org/W4237743494","https://openalex.org/W4285107929","https://openalex.org/W4285242860","https://openalex.org/W4297792623","https://openalex.org/W4298004595","https://openalex.org/W4306881748","https://openalex.org/W4366958787","https://openalex.org/W4367664708","https://openalex.org/W4386536197","https://openalex.org/W4387869570","https://openalex.org/W4393141768","https://openalex.org/W4393312568","https://openalex.org/W4400929323","https://openalex.org/W4408898760","https://openalex.org/W4410252981","https://openalex.org/W4410395987","https://openalex.org/W4413178954"],"related_works":[],"abstract_inverted_index":{"ABSTRACT":[0],"In":[1],"Bangladesh,":[2],"where":[3],"a":[4,22,29,90,126],"burgeoning":[5],"population":[6],"strains":[7],"limited":[8],"road":[9,56],"networks,":[10],"wrong\u2010way":[11,123],"driving":[12],"(WWD)":[13],"exacerbates":[14],"traffic":[15,45,145],"congestion":[16,159],"and":[17,40,85,108,150,162],"elevates":[18],"accident":[19],"risks,":[20],"posing":[21],"critical":[23],"public":[24],"safety":[25],"challenge.":[26],"We":[27],"present":[28],"pioneering":[30],"real\u2010time":[31,66],"WWD":[32,155],"detection":[33,103],"system":[34,97],"that":[35],"integrates":[36],"cutting\u2010edge":[37],"image":[38],"processing":[39],"deep":[41],"learning":[42],"to":[43],"transform":[44,53],"monitoring.":[46],"Our":[47],"methodology":[48],"combines":[49],"the":[50,60,96,164],"Hough":[51],"line":[52],"for":[54,64,122,153,166],"precise":[55],"boundary":[57],"extraction":[58],"with":[59,125],"state\u2010of\u2010the\u2010art":[61],"YOLOv5":[62],"algorithm":[63],"high\u2010fidelity,":[65],"vehicle":[67,102],"detection.":[68],"Vehicle":[69],"direction":[70],"is":[71],"inferred":[72],"from":[73,94],"single\u2010frame":[74],"orientation":[75],"(distinguishing":[76],"front/rear":[77],"views)":[78],"without":[79],"multi\u2010frame":[80],"tracking,":[81],"ensuring":[82],"lightweight":[83],"operation":[84],"scalable":[86],"deployment.":[87],"Tested":[88],"on":[89,112],"novel,":[91],"region\u2010specific":[92],"dataset":[93],"Chattogram,":[95],"achieves":[98],"an":[99,118,148],"impressive":[100],"96%":[101],"accuracy":[104],"(mAP@0.5)":[105],"during":[106],"training":[107],"validation.":[109],"Real\u2010world":[110],"evaluations":[111],"20":[113],"diverse":[114],"test":[115],"videos":[116,131],"yield":[117],"overall":[119],"60.6%":[120],"recall":[121,134],"vehicles,":[124],"representative":[127],"subset":[128],"of":[129],"10":[130],"reaching":[132],"75%":[133],"(and":[135],"41%":[136],"precision).":[137],"This":[138],"research":[139],"advances":[140],"computer":[141],"vision":[142],"applications":[143],"in":[144,157],"safety,":[146],"providing":[147],"effective":[149],"deployable":[151],"framework":[152],"reducing":[154],"incidents":[156],"high":[158],"urban":[160],"regions":[161],"paving":[163],"way":[165],"enhanced":[167],"intelligent":[168],"transportation":[169],"systems.":[170]},"counts_by_year":[],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2026-03-09T00:00:00"}
