{"id":"https://openalex.org/W4320024290","doi":"https://doi.org/10.1109/bigdata55660.2022.10020277","title":"Road Damage Detection and Classification Based on Multi-Scale Contextual Features","display_name":"Road Damage Detection and Classification Based on Multi-Scale Contextual Features","publication_year":2022,"publication_date":"2022-12-17","ids":{"openalex":"https://openalex.org/W4320024290","doi":"https://doi.org/10.1109/bigdata55660.2022.10020277"},"language":"en","primary_location":{"id":"doi:10.1109/bigdata55660.2022.10020277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020277","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","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/A5045810294","display_name":"Lu Yang","orcid":"https://orcid.org/0000-0002-5843-6013"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Lu Yang","raw_affiliation_strings":["Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5053490860","display_name":"Hualin He","orcid":"https://orcid.org/0009-0008-8404-847X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hualin He","raw_affiliation_strings":["Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100702495","display_name":"Tao Liu","orcid":"https://orcid.org/0000-0002-7535-444X"},"institutions":[{"id":"https://openalex.org/I136765683","display_name":"Tianjin University of Technology","ror":"https://ror.org/00zbe0w13","country_code":"CN","type":"education","lineage":["https://openalex.org/I136765683"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Liu","raw_affiliation_strings":["Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China"],"affiliations":[{"raw_affiliation_string":"Tianjin University of Technology,Tianjin Key Laboratory for Advanced Mechatronic System Design and Intelligent Control, School of Mechanical Engineering,Tianjin,China,300384","institution_ids":["https://openalex.org/I136765683"]},{"raw_affiliation_string":"National Demonstration Center for Experimental Mechanical and Electrical Engineering Education, Tianjin University of Technology, Tianjin, China","institution_ids":["https://openalex.org/I136765683"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5045810294"],"corresponding_institution_ids":["https://openalex.org/I136765683"],"apc_list":null,"apc_paid":null,"fwci":1.7126,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.8579845,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"6445","last_page":"6453"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998999834060669,"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9610000252723694,"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/T11609","display_name":"Geophysical Methods and Applications","score":0.9557999968528748,"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/computer-science","display_name":"Computer science","score":0.7938926219940186},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6639788150787354},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.6161274909973145},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.5348471999168396},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.5279901027679443},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.5242950320243835},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5139846205711365},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45418867468833923},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.44290873408317566},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.4194057285785675},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08200374245643616}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7938926219940186},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6639788150787354},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.6161274909973145},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.5348471999168396},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.5279901027679443},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.5242950320243835},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5139846205711365},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45418867468833923},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.44290873408317566},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.4194057285785675},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08200374245643616},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/bigdata55660.2022.10020277","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bigdata55660.2022.10020277","pdf_url":null,"source":{"id":"https://openalex.org/S4363607709","display_name":"2022 IEEE International Conference on Big Data (Big Data)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Big Data (Big Data)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.6600000262260437}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1995130521","https://openalex.org/W2293021890","https://openalex.org/W2407692387","https://openalex.org/W2511065100","https://openalex.org/W2523358814","https://openalex.org/W2526166515","https://openalex.org/W2618530766","https://openalex.org/W2748643398","https://openalex.org/W2806229851","https://openalex.org/W2884585870","https://openalex.org/W2916979304","https://openalex.org/W2962858109","https://openalex.org/W2963087201","https://openalex.org/W3034059856","https://openalex.org/W3035618398","https://openalex.org/W3099452838","https://openalex.org/W3107194210","https://openalex.org/W3124942917","https://openalex.org/W3135192533","https://openalex.org/W3155991150","https://openalex.org/W3161660388","https://openalex.org/W3200966602","https://openalex.org/W4296544680","https://openalex.org/W4320024091","https://openalex.org/W4322747009","https://openalex.org/W4394415098","https://openalex.org/W6684323423","https://openalex.org/W6843295864","https://openalex.org/W6864029978"],"related_works":["https://openalex.org/W2365346975","https://openalex.org/W2146076056","https://openalex.org/W2016461833","https://openalex.org/W2772780115","https://openalex.org/W2382607599","https://openalex.org/W2385132419","https://openalex.org/W2480412556","https://openalex.org/W2363697481","https://openalex.org/W1977222486","https://openalex.org/W3197541072"],"abstract_inverted_index":{"Road":[0],"damage":[1,35],"detection":[2,36],"is":[3,55,77,91,104],"particularly":[4],"essential":[5],"for":[6],"improving":[7],"road":[8,20,27,34],"traffic":[9],"safety.":[10],"Existing":[11],"methods":[12],"do":[13],"not":[14],"perform":[15],"well":[16],"due":[17],"to":[18,64,79,106],"complex":[19],"conditions":[21],"and":[22,84,115,122,140],"sparse":[23],"features":[24,109,118],"contained":[25],"in":[26,52,96,134],"damage.":[28],"Therefore,":[29],"we":[30],"propose":[31],"a":[32,129],"new":[33],"network":[37,50,127],"-":[38],"YPLNet,":[39],"which":[40],"could":[41],"obtain":[42,107],"more":[43],"refined":[44],"multi-scale":[45,76,112],"contextual":[46,108,117],"features.":[47],"Specifically,":[48],"the":[49,61,65,68,72,81,85,97,101,111,135],"proposed":[51,126],"this":[53],"paper":[54],"based":[56],"on":[57],"YOLOv5,":[58],"by":[59],"adding":[60],"PSA":[62],"module":[63,103],"backbone":[66],"network,":[67],"spatial":[69],"information":[70,87],"of":[71,132],"feature":[73,82,98],"map":[74],"at":[75,145],"obtained":[78],"enrich":[80],"space,":[83],"long-term":[86],"dependence":[88],"between":[89],"channels":[90],"further":[92],"constructed.":[93],"In":[94],"addition,":[95],"fusion":[99],"stage,":[100],"LCFI":[102],"utilized":[105],"under":[110],"receptive":[113],"fields,":[114],"these":[116],"include":[119],"rich":[120],"low-level":[121],"high-level":[123],"information.":[124],"Our":[125],"achieves":[128],"Mean-F1":[130],"Score":[131],"0.635":[133],"competition.":[136],"The":[137],"source":[138],"code":[139],"model":[141],"are":[142],"publicly":[143],"available":[144],"https://github.com/hehualin-tut/YPLNet":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-01T08:55:55.761014","created_date":"2025-10-10T00:00:00"}