{"id":"https://openalex.org/W4408861816","doi":"https://doi.org/10.1109/icce63647.2025.10930019","title":"Evaluating the Impact of Data Cleaning for Improving Road Damage Detection Through Vision Transformer","display_name":"Evaluating the Impact of Data Cleaning for Improving Road Damage Detection Through Vision Transformer","publication_year":2025,"publication_date":"2025-01-11","ids":{"openalex":"https://openalex.org/W4408861816","doi":"https://doi.org/10.1109/icce63647.2025.10930019"},"language":"en","primary_location":{"id":"doi:10.1109/icce63647.2025.10930019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5116806233","display_name":"Andy Desman","orcid":null},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Andy Desman","raw_affiliation_strings":["Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089411412","display_name":"Kahlil Muchtar","orcid":"https://orcid.org/0000-0001-5740-1938"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Kahlil Muchtar","raw_affiliation_strings":["Universitas Syiah Kuala The Master Program in Artificial Intelligence, Universitas Syiah Kuala (USK),Dept. of Electrical and Computer Engineering, Department of Informatics,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala The Master Program in Artificial Intelligence, Universitas Syiah Kuala (USK),Dept. of Electrical and Computer Engineering, Department of Informatics,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080255744","display_name":"Maulisa Oktiana","orcid":"https://orcid.org/0000-0001-7453-7183"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Maulisa Oktiana","raw_affiliation_strings":["Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002963765","display_name":"Maya Fitria","orcid":"https://orcid.org/0000-0002-6593-212X"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Maya Fitria","raw_affiliation_strings":["Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056946778","display_name":"Yuwaldi Away","orcid":"https://orcid.org/0000-0001-6798-054X"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Yuwaldi Away","raw_affiliation_strings":["Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023895256","display_name":"Fardian Fardian","orcid":"https://orcid.org/0000-0001-7372-5924"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Fardian Fardian","raw_affiliation_strings":["Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,Dept. of Electrical and Computer Engineering,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016874470","display_name":"Hammam Riza","orcid":"https://orcid.org/0000-0002-5449-6828"},"institutions":[{"id":"https://openalex.org/I187494767","display_name":"Universitas Syiah Kuala","ror":"https://ror.org/05v4dza81","country_code":"ID","type":"education","lineage":["https://openalex.org/I187494767"]},{"id":"https://openalex.org/I4387154144","display_name":"National Research and Innovation Agency","ror":"https://ror.org/02hmjzt55","country_code":"ID","type":"government","lineage":["https://openalex.org/I4387154144"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Hammam Riza","raw_affiliation_strings":["Universitas Syiah Kuala,BRIN (National Research and Innovation Agency), Indonesia The Master Program in Artificial Intelligence,Department of Informatics,Banda Aceh,Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Universitas Syiah Kuala,BRIN (National Research and Innovation Agency), Indonesia The Master Program in Artificial Intelligence,Department of Informatics,Banda Aceh,Indonesia","institution_ids":["https://openalex.org/I187494767","https://openalex.org/I4387154144"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.9161,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.92558717,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":95},"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9926999807357788,"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":0.9926999807357788,"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/transformer","display_name":"Transformer","score":0.6019430160522461},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.545994758605957},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.26547878980636597},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.15046176314353943},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.08447647094726562}],"concepts":[{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.6019430160522461},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.545994758605957},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26547878980636597},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.15046176314353943},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.08447647094726562}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce63647.2025.10930019","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icce63647.2025.10930019","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2025 IEEE International Conference on Consumer Electronics (ICCE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.6299999952316284,"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":6,"referenced_works":["https://openalex.org/W2913742577","https://openalex.org/W2933019452","https://openalex.org/W4214520160","https://openalex.org/W4214614183","https://openalex.org/W4385812294","https://openalex.org/W4386934703"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"The":[0,34,127,166],"WHO":[1],"predicts":[2],"that":[3,51],"by":[4,82],"2030":[5],"road":[6,17,27,35,77],"accidents":[7,18],"will":[8],"be":[9,170],"the":[10,72,83,94,121,125,130,150],"5th":[11],"leading":[12],"cause":[13,29],"of":[14,31,45,85,124,136],"death.":[15],"Globally,":[16],"account":[19],"for":[20],"1.25":[21],"million":[22],"casualties":[23],"each":[24],"year,":[25],"and":[26,93,102,115,141,146,149,157,163],"defects":[28],"34%":[30],"these":[32],"casualties.":[33],"survey":[36],"process":[37],"in":[38,154],"many":[39],"countries":[40],"have":[41,54],"several":[42],"challenges,":[43],"one":[44],"which":[46],"is":[47],"detection":[48],"using":[49],"cameras":[50],"do":[52],"not":[53],"a":[55,61],"recognition":[56],"system.":[57],"In":[58],"this":[59,173],"study,":[60],"model":[62,128],"with":[63,99],"YOLOS":[64],"architecture":[65],"based":[66],"on":[67,71,90],"Vision":[68],"Transformer":[69],"trained":[70],"RDD2022":[73],"dataset":[74],"successfully":[75],"recognizes":[76],"damage":[78],"well,":[79],"as":[80,111],"indicated":[81],"number":[84],"objects":[86,98],"detected,":[87],"bounding":[88],"box":[89],"accurate":[91],"objects,":[92],"ability":[95],"to":[96,119],"recognize":[97],"inconsistent":[100],"shadow":[101],"light":[103],"inference.":[104],"This":[105],"research":[106],"uses":[107],"assessment":[108],"parameters":[109],"such":[110],"Average":[112,116],"Precision":[113],"(AP)":[114],"Recall":[117],"(AR)":[118],"determine":[120],"overall":[122],"performance":[123],"model.":[126],"achieves":[129],"highest":[131,151],"AP":[132],"value":[133,153],"at":[134],"Intersection":[135],"Union":[137],"(IoU)":[138],"0.5,":[139],"0.75,":[140],"0.5-0.95,":[142],"worth":[143,160],"62.1%,":[144],"37.1%,":[145],"36.2%":[147],"respectively,":[148],"AR":[152],"Large,":[155],"Medium,":[156],"Small":[158],"Areas,":[159],"42.1%,":[161],"60.3%,":[162],"75.4%":[164],"respectively.":[165],"supplementary":[167],"material":[168],"can":[169],"found":[171],"through":[172],"link:":[174],"https://www.youtube.com/watch?v=LzkI2e_IORE.":[175]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}