{"id":"https://openalex.org/W4402593718","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674432","title":"Platform for Road Defect Detection Based on Edge Computing Devices","display_name":"Platform for Road Defect Detection Based on Edge Computing Devices","publication_year":2024,"publication_date":"2024-07-09","ids":{"openalex":"https://openalex.org/W4402593718","doi":"https://doi.org/10.1109/icce-taiwan62264.2024.10674432"},"language":"en","primary_location":{"id":"doi:10.1109/icce-taiwan62264.2024.10674432","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","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/A5113387205","display_name":"Jia-Yan Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":true,"raw_author_name":"Jia-Yan Lin","raw_affiliation_strings":["Feng Chia University,Department of Information Engineer and Computer Science,Taichung,Taiwan"],"affiliations":[{"raw_affiliation_string":"Feng Chia University,Department of Information Engineer and Computer Science,Taichung,Taiwan","institution_ids":["https://openalex.org/I4880106"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100549010","display_name":"Feng-Cheng Lin","orcid":null},"institutions":[{"id":"https://openalex.org/I4880106","display_name":"Feng Chia University","ror":"https://ror.org/05vhczg54","country_code":"TW","type":"education","lineage":["https://openalex.org/I4880106"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Feng-Cheng Lin","raw_affiliation_strings":["Feng Chia University,Department of Information Engineer and Computer Science,Taichung,Taiwan"],"affiliations":[{"raw_affiliation_string":"Feng Chia University,Department of Information Engineer and Computer Science,Taichung,Taiwan","institution_ids":["https://openalex.org/I4880106"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5113387205"],"corresponding_institution_ids":["https://openalex.org/I4880106"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.21774425,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"57","last_page":"58"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9767000079154968,"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"}},"topics":[{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9767000079154968,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6954400539398193},{"id":"https://openalex.org/keywords/enhanced-data-rates-for-gsm-evolution","display_name":"Enhanced Data Rates for GSM Evolution","score":0.5073227286338806},{"id":"https://openalex.org/keywords/edge-computing","display_name":"Edge computing","score":0.5044065713882446},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23405960202217102}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6954400539398193},{"id":"https://openalex.org/C162307627","wikidata":"https://www.wikidata.org/wiki/Q204833","display_name":"Enhanced Data Rates for GSM Evolution","level":2,"score":0.5073227286338806},{"id":"https://openalex.org/C2778456923","wikidata":"https://www.wikidata.org/wiki/Q5337692","display_name":"Edge computing","level":3,"score":0.5044065713882446},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23405960202217102}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icce-taiwan62264.2024.10674432","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/icce-taiwan62264.2024.10674432","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Conference on Consumer Electronics - Taiwan (ICCE-Taiwan)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":4,"referenced_works":["https://openalex.org/W2997747012","https://openalex.org/W4386076325","https://openalex.org/W4400098420","https://openalex.org/W6838547440"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W4324372666","https://openalex.org/W4225706866","https://openalex.org/W2914646191","https://openalex.org/W4386004629","https://openalex.org/W2942586735"],"abstract_inverted_index":{"The":[0,58],"importance":[1],"of":[2,36,87],"road":[3,51,61,89,126],"defect":[4,37,52,62,127],"detection":[5,26,53,74,111,128],"is":[6],"evident":[7],"in":[8,41],"maintaining":[9],"and":[10,17,21,33,44,64,107,116,121],"improving":[11],"transportation":[12],"infrastructure,":[13],"enhancing":[14],"traffic":[15],"safety,":[16],"reducing":[18],"vehicle":[19],"damage":[20],"accident":[22],"risks.":[23],"However,":[24],"current":[25,88],"methods":[27],"often":[28],"rely":[29],"on":[30,76,129],"manual":[31],"inspection":[32,90],"the":[34,65,85,97,103],"recording":[35],"locations.":[38],"Leveraging":[39],"advancements":[40],"edge":[42,104],"computing":[43,105],"artificial":[45],"intelligence,":[46],"we":[47,95],"have":[48],"designed":[49],"a":[50,77],"device":[54,59,106],"for":[55,125],"in-car":[56],"use.":[57],"incorporates":[60],"recognition":[63],"Global":[66],"Positioning":[67],"System":[68],"(GPS),":[69],"allowing":[70],"users":[71],"to":[72],"view":[73],"results":[75],"web":[78],"platform":[79],"map.":[80],"This":[81],"innovation":[82],"significantly":[83],"improves":[84],"efficiency":[86],"methods.":[91],"In":[92],"this":[93,130],"research,":[94],"utilize":[96],"Nvidia":[98],"Jetson":[99],"Xavier":[100],"NX":[101],"as":[102],"employ":[108],"an":[109],"object":[110],"model":[112],"(evaluations":[113],"by":[114],"YOLOv7":[115],"YOLOv8":[117],"under":[118],"CIoU":[119],"loss":[120,123],"SIoU":[122],"functions)":[124],"device.":[131]},"counts_by_year":[],"updated_date":"2025-12-27T23:08:20.325037","created_date":"2025-10-10T00:00:00"}
