{"id":"https://openalex.org/W4320169333","doi":"https://doi.org/10.1080/15472450.2023.2175613","title":"Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles","display_name":"Road crack avoidance: a convolutional neural network-based smart transportation system for intelligent vehicles","publication_year":2023,"publication_date":"2023-02-12","ids":{"openalex":"https://openalex.org/W4320169333","doi":"https://doi.org/10.1080/15472450.2023.2175613"},"language":"en","primary_location":{"id":"doi:10.1080/15472450.2023.2175613","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2023.2175613","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-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/A5085047621","display_name":"Majumder Haider","orcid":"https://orcid.org/0000-0002-7809-7805"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":true,"raw_author_name":"Majumder Haider","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, School of Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0002-7809-7805","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, School of Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090582367","display_name":"Md. Mahmudul Kabir Peyal","orcid":"https://orcid.org/0000-0003-4385-0534"},"institutions":[{"id":"https://openalex.org/I5518804","display_name":"BRAC University","ror":"https://ror.org/00sge8677","country_code":"BD","type":"education","lineage":["https://openalex.org/I5518804"]}],"countries":["BD"],"is_corresponding":false,"raw_author_name":"Mahmudul Kabir Peyal","raw_affiliation_strings":["Department of Electrical and Electronic Engineering, School of Engineering, BRAC University, Dhaka, Bangladesh"],"raw_orcid":"https://orcid.org/0000-0003-4385-0534","affiliations":[{"raw_affiliation_string":"Department of Electrical and Electronic Engineering, School of Engineering, BRAC University, Dhaka, Bangladesh","institution_ids":["https://openalex.org/I5518804"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100767738","display_name":"Tao Huang","orcid":"https://orcid.org/0000-0002-8098-8906"},"institutions":[{"id":"https://openalex.org/I86467917","display_name":"James Cook University","ror":"https://ror.org/04gsp2c11","country_code":"AU","type":"education","lineage":["https://openalex.org/I86467917"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Tao Huang","raw_affiliation_strings":["College of Science and Engineering, James Cook University, Smithfield, Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Science and Engineering, James Cook University, Smithfield, Queensland, Australia","institution_ids":["https://openalex.org/I86467917"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101670319","display_name":"Wei Xiang","orcid":"https://orcid.org/0000-0002-4297-7034"},"institutions":[{"id":"https://openalex.org/I196829312","display_name":"La Trobe University","ror":"https://ror.org/01rxfrp27","country_code":"AU","type":"education","lineage":["https://openalex.org/I196829312"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Wei Xiang","raw_affiliation_strings":["School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Victoria, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computing, Engineering and Mathematical Sciences, La Trobe University, Melbourne, Victoria, Australia","institution_ids":["https://openalex.org/I196829312"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5085047621"],"corresponding_institution_ids":["https://openalex.org/I5518804"],"apc_list":null,"apc_paid":null,"fwci":2.08,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.84883602,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"28","issue":"5","first_page":"605","last_page":"617"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":1.0,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11344","display_name":"Traffic Prediction and Management Techniques","score":0.9973999857902527,"subfield":{"id":"https://openalex.org/subfields/2215","display_name":"Building and Construction"},"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/T10264","display_name":"Asphalt Pavement Performance Evaluation","score":0.9905999898910522,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7046811580657959},{"id":"https://openalex.org/keywords/intelligent-transportation-system","display_name":"Intelligent transportation system","score":0.6585410237312317},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5697998404502869},{"id":"https://openalex.org/keywords/warning-system","display_name":"Warning system","score":0.48735079169273376},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.41072189807891846},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.3946658968925476},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2767079174518585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2552972733974457},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1300516426563263}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7046811580657959},{"id":"https://openalex.org/C47796450","wikidata":"https://www.wikidata.org/wiki/Q508378","display_name":"Intelligent transportation system","level":2,"score":0.6585410237312317},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5697998404502869},{"id":"https://openalex.org/C29825287","wikidata":"https://www.wikidata.org/wiki/Q1427940","display_name":"Warning system","level":2,"score":0.48735079169273376},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.41072189807891846},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.3946658968925476},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2767079174518585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2552972733974457},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1300516426563263}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/15472450.2023.2175613","is_oa":false,"landing_page_url":"https://doi.org/10.1080/15472450.2023.2175613","pdf_url":null,"source":{"id":"https://openalex.org/S172631016","display_name":"Journal of Intelligent Transportation Systems","issn_l":"1547-2442","issn":["1547-2442","1547-2450"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Transportation Systems","raw_type":"journal-article"},{"id":"pmh:oai:researchonline.jcu.edu.au:77521","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306400519","display_name":"ResearchOnline at James Cook University (James Cook University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I86467917","host_organization_name":"James Cook University","host_organization_lineage":["https://openalex.org/I86467917"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Sustainable cities and communities","id":"https://metadata.un.org/sdg/11","score":0.44999998807907104}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":42,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1995130521","https://openalex.org/W2088049833","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2509527900","https://openalex.org/W2523358814","https://openalex.org/W2591480565","https://openalex.org/W2789876780","https://openalex.org/W2790484447","https://openalex.org/W2791009937","https://openalex.org/W2791787077","https://openalex.org/W2792776757","https://openalex.org/W2793870512","https://openalex.org/W2799004851","https://openalex.org/W2883604876","https://openalex.org/W2898997040","https://openalex.org/W2913580266","https://openalex.org/W2913930668","https://openalex.org/W2932296344","https://openalex.org/W2944892868","https://openalex.org/W2945398042","https://openalex.org/W2964670245","https://openalex.org/W2971652717","https://openalex.org/W2972963019","https://openalex.org/W2979996755","https://openalex.org/W2999959427","https://openalex.org/W3001774639","https://openalex.org/W3004960918","https://openalex.org/W3005860302","https://openalex.org/W3024756187","https://openalex.org/W3035462921","https://openalex.org/W3035564946","https://openalex.org/W3037130125","https://openalex.org/W3041708388","https://openalex.org/W3104490111","https://openalex.org/W3139097730","https://openalex.org/W3217261541","https://openalex.org/W4226345352","https://openalex.org/W4281985017","https://openalex.org/W4283331245","https://openalex.org/W4312921534"],"related_works":["https://openalex.org/W4293226380","https://openalex.org/W4313906399","https://openalex.org/W4321487865","https://openalex.org/W2811106690","https://openalex.org/W4239306820","https://openalex.org/W2947043951","https://openalex.org/W2318112981","https://openalex.org/W4312417841","https://openalex.org/W4225147082","https://openalex.org/W2778653980"],"abstract_inverted_index":{"Prediction":[0],"using":[1],"computer":[2],"vision":[3,13],"is":[4,32,60],"getting":[5],"prevalent":[6],"nowadays":[7],"because":[8],"of":[9,14,16,34,84,122,162,172,185],"satisfying":[10],"results.":[11],"The":[12,106,119,170],"Internet":[15],"Vehicles":[17],"(IoV)":[18],"expedites":[19],"Vehicle":[20],"to":[21,44,80,92,95,98,149,193,218],"everything":[22],"(V2X)":[23],"communications":[24],"by":[25,223],"implementing":[26],"heterogeneous":[27],"global":[28],"networks.":[29],"Road":[30],"crack":[31,54,165],"one":[33],"the":[35,82,85,96,100,104,110,154,164,173,191,207,225,228],"major":[36],"factors":[37],"that":[38,134],"causes":[39],"road":[40,53,102,151,186,220,230],"mishaps":[41,221],"and":[42,49,58,144],"damage":[43],"vehicles.":[45],"To":[46,62],"ensure":[47,182],"smooth":[48],"safe":[50,196],"driving,":[51],"avoiding":[52],"in":[55,147,176,216],"transportation":[56,75,113,156],"planning":[57],"navigation":[59],"significant.":[61],"address":[63],"this":[64],"issue,":[65],"we":[66],"proposed":[67,88,111,155,174,208],"a":[68,89,123,199,213],"novel":[69],"convolutional":[70],"neural":[71],"network":[72],"(CNN)-based":[73],"smart":[74,112,179],"system.":[76,157],"We":[77,87,158],"showed":[78,133],"how":[79],"quantify":[81],"severity":[83,166],"cracks.":[86],"post-processing":[90],"algorithm":[91,136,146],"provide":[93],"option":[94,192],"driver":[97,203,226],"select":[99,194],"safest":[101],"toward":[103,198],"destination.":[105],"communication":[107],"system":[108,114,175,209],"for":[109,153],"has":[115,128],"also":[116,211],"been":[117,129],"introduced.":[118],"performance":[120],"comparison":[121],"few":[124],"popular":[125],"CNN":[126],"architectures":[127],"investigated.":[130],"Simulation":[131],"results":[132],"Resnet50":[135],"provides":[137],"significantly":[138],"high":[139,160],"accuracy":[140,161],"compared":[141],"with":[142],"SqueezeNet":[143],"InceptionV3":[145],"order":[148,217],"detect":[150],"cracks":[152,187],"demonstrated":[159],"measuring":[163],"via":[167],"numerical":[168],"analysis.":[169],"integration":[171],"next":[177],"generation":[178],"vehicles":[180],"can":[181,210],"accurate":[183],"detection":[184],"earlier":[188],"enough":[189],"providing":[190],"alternate":[195],"route":[197],"destination":[200],"as":[201],"advanced":[202],"assistance":[204],"service.":[205],"Moreover,":[206],"play":[212],"key":[214],"role":[215],"reduce":[219],"notably":[222],"warning":[224],"about":[227],"updated":[229],"surface":[231],"conditions.":[232]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":4}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}