{"id":"https://openalex.org/W4408024190","doi":"https://doi.org/10.1145/3708568.3708572","title":"Abnormal cable detection at the bottom of High-speed Train Using Improved Yolov8","display_name":"Abnormal cable detection at the bottom of High-speed Train Using Improved Yolov8","publication_year":2024,"publication_date":"2024-11-22","ids":{"openalex":"https://openalex.org/W4408024190","doi":"https://doi.org/10.1145/3708568.3708572"},"language":"en","primary_location":{"id":"doi:10.1145/3708568.3708572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708568.3708572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 6th International Conference on Video, Signal and Image Processing","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/A5100555095","display_name":"Xin Xu","orcid":"https://orcid.org/0000-0002-5149-3517"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Xu","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, Nanjing, Jiangsu, China,"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, Nanjing, Jiangsu, China,","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5104055014","display_name":"Xiaobo Lu","orcid":"https://orcid.org/0000-0002-7707-7538"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Lu","raw_affiliation_strings":["Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, Nanjing, Jiangsu, China,"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Measurement and Control of Complex Systems of Engineering, School of Automation, Southeast University, Nanjing, Jiangsu, China,","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":["https://openalex.org/A5100555095"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.41306516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"22","last_page":"27"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10986","display_name":"RFID technology advancements","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T10986","display_name":"RFID technology advancements","score":0.9811000227928162,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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/T12406","display_name":"IoT and GPS-based Vehicle Safety Systems","score":0.9805999994277954,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12707","display_name":"Vehicle License Plate Recognition","score":0.9646000266075134,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"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":0.569251537322998},{"id":"https://openalex.org/keywords/high-speed-train","display_name":"High speed train","score":0.4465904235839844},{"id":"https://openalex.org/keywords/automotive-engineering","display_name":"Automotive engineering","score":0.35010668635368347},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.20862984657287598}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.569251537322998},{"id":"https://openalex.org/C2987763966","wikidata":"https://www.wikidata.org/wiki/Q211382","display_name":"High speed train","level":2,"score":0.4465904235839844},{"id":"https://openalex.org/C171146098","wikidata":"https://www.wikidata.org/wiki/Q124192","display_name":"Automotive engineering","level":1,"score":0.35010668635368347},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.20862984657287598},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3708568.3708572","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3708568.3708572","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2024 6th International Conference on Video, Signal and Image Processing","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.47999998927116394,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2179352600","https://openalex.org/W2530397894","https://openalex.org/W2767214543","https://openalex.org/W2772386856","https://openalex.org/W2892368470","https://openalex.org/W2912130719","https://openalex.org/W2990714382","https://openalex.org/W2998041234","https://openalex.org/W3088129854","https://openalex.org/W3098722327","https://openalex.org/W4310895557","https://openalex.org/W4394697163","https://openalex.org/W4399946473","https://openalex.org/W4402318494"],"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":{"Cables":[0],"are":[1,9],"of":[2,19,46,115],"great":[3],"significance":[4],"for":[5],"high-speed":[6,20,58],"trains,":[7],"which":[8,37,132],"directly":[10],"related":[11],"to":[12,24,35,53,92,111],"the":[13,25,44,55,67,80,94,102,113,135],"operation":[14,28],"safety,":[15],"efficiency":[16],"and":[17,42,82],"reliability":[18],"trains.":[21,59],"However,":[22],"due":[23],"complex":[26],"train":[27],"environment,":[29],"cable":[30],"defects":[31],"occur":[32],"from":[33],"time":[34],"time,":[36],"may":[38],"cause":[39],"traffic":[40],"accidents":[41],"endanger":[43],"lives":[45],"passengers.":[47],"Therefore,":[48],"it":[49,119],"is":[50,64,73,90,109],"very":[51],"important":[52],"test":[54],"cables":[56],"on":[57],"In":[60],"this":[61],"paper,":[62],"YOLOv8":[63,71],"improved.":[65],"Firstly,":[66],"SPPF":[68],"module":[69,106],"in":[70,87,98,107],"Backbone":[72],"replaced":[74],"by":[75],"Focal":[76],"Modulation":[77],"module.":[78],"Then,":[79],"Semantics":[81],"Detail":[83],"Infusion":[84],"Module":[85],"(SDI)":[86],"U-Net":[88],"v2":[89],"used":[91,110],"redesign":[93],"feature":[95],"fusion":[96],"part":[97],"YOLOv8's":[99],"Neck.":[100],"Finally,":[101],"separation":[103],"enhancement":[104],"attention":[105],"YOLO-FaceV2":[108],"improve":[112],"Head":[114],"YOLOv8,":[116],"so":[117],"that":[118],"can":[120],"effectively":[121,133],"deal":[122],"with":[123],"occlusion":[124],"scenes.":[125],"Our":[126],"method":[127],"finally":[128],"achieves":[129],"74.9%":[130],"AP,":[131],"improves":[134],"detection":[136],"accuracy.":[137]},"counts_by_year":[],"updated_date":"2025-12-28T23:10:05.387466","created_date":"2025-10-10T00:00:00"}