{"id":"https://openalex.org/W4394811179","doi":"https://doi.org/10.1109/tim.2024.3385817","title":"MCI-GLA Plug-In Suitable for YOLO Series Models for Transmission Line Insulator Defect Detection","display_name":"MCI-GLA Plug-In Suitable for YOLO Series Models for Transmission Line Insulator Defect Detection","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4394811179","doi":"https://doi.org/10.1109/tim.2024.3385817"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2024.3385817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3385817","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","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/A5100721065","display_name":"Yaru Wang","orcid":"https://orcid.org/0000-0002-4437-144X"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaru Wang","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-4437-144X","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062864080","display_name":"xiumin song","orcid":"https://orcid.org/0009-0007-4625-8938"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoke Song","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0009-0007-4625-8938","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009362542","display_name":"Lilong Feng","orcid":"https://orcid.org/0009-0005-3793-6704"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lilong Feng","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0009-0005-3793-6704","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074922762","display_name":"Yongjie Zhai","orcid":"https://orcid.org/0000-0003-2997-5840"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjie Zhai","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0003-2997-5840","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085263743","display_name":"Zhenbing Zhao","orcid":"https://orcid.org/0000-0003-2290-0598"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhenbing Zhao","raw_affiliation_strings":["School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0003-2290-0598","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102006621","display_name":"Shiyin Zhang","orcid":"https://orcid.org/0000-0002-2128-0190"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiyin Zhang","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-2128-0190","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044859723","display_name":"Qianming Wang","orcid":"https://orcid.org/0000-0002-8747-9469"},"institutions":[{"id":"https://openalex.org/I153473198","display_name":"North China Electric Power University","ror":"https://ror.org/04qr5t414","country_code":"CN","type":"education","lineage":["https://openalex.org/I153473198"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qianming Wang","raw_affiliation_strings":["School of Department of Automation, North China Electric Power University, Baoding, China"],"raw_orcid":"https://orcid.org/0000-0002-8747-9469","affiliations":[{"raw_affiliation_string":"School of Department of Automation, North China Electric Power University, Baoding, China","institution_ids":["https://openalex.org/I153473198"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.0626,"has_fulltext":false,"cited_by_count":48,"citation_normalized_percentile":{"value":0.97938824,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"73","issue":null,"first_page":"1","last_page":"12"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9939000010490417,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.9656000137329102,"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/T12804","display_name":"Thermal Analysis in Power Transmission","score":0.9653000235557556,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems 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/transmission-line","display_name":"Transmission line","score":0.6063168048858643},{"id":"https://openalex.org/keywords/electric-power-transmission","display_name":"Electric power transmission","score":0.5256943702697754},{"id":"https://openalex.org/keywords/electronic-engineering","display_name":"Electronic engineering","score":0.4805901050567627},{"id":"https://openalex.org/keywords/insulator","display_name":"Insulator (electricity)","score":0.47939538955688477},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.47503402829170227},{"id":"https://openalex.org/keywords/spark-plug","display_name":"Spark plug","score":0.45660901069641113},{"id":"https://openalex.org/keywords/series","display_name":"Series (stratigraphy)","score":0.4278680086135864},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.3700164258480072},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.322914719581604},{"id":"https://openalex.org/keywords/optoelectronics","display_name":"Optoelectronics","score":0.32112789154052734},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2294151484966278},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.1900021731853485},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.1178806722164154},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.11470693349838257}],"concepts":[{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.6063168048858643},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.5256943702697754},{"id":"https://openalex.org/C24326235","wikidata":"https://www.wikidata.org/wiki/Q126095","display_name":"Electronic engineering","level":1,"score":0.4805901050567627},{"id":"https://openalex.org/C212702","wikidata":"https://www.wikidata.org/wiki/Q178150","display_name":"Insulator (electricity)","level":2,"score":0.47939538955688477},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.47503402829170227},{"id":"https://openalex.org/C164205550","wikidata":"https://www.wikidata.org/wiki/Q193340","display_name":"Spark plug","level":2,"score":0.45660901069641113},{"id":"https://openalex.org/C143724316","wikidata":"https://www.wikidata.org/wiki/Q312468","display_name":"Series (stratigraphy)","level":2,"score":0.4278680086135864},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.3700164258480072},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.322914719581604},{"id":"https://openalex.org/C49040817","wikidata":"https://www.wikidata.org/wiki/Q193091","display_name":"Optoelectronics","level":1,"score":0.32112789154052734},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2294151484966278},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.1900021731853485},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.1178806722164154},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.11470693349838257},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tim.2024.3385817","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2024.3385817","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7699999809265137,"id":"https://metadata.un.org/sdg/7","display_name":"Affordable and clean energy"}],"awards":[{"id":"https://openalex.org/G1318196087","display_name":null,"funder_award_id":"62373151","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6514315630","display_name":null,"funder_award_id":"62303184","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"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/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2193145675","https://openalex.org/W2897772777","https://openalex.org/W2962721361","https://openalex.org/W2962858109","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963351448","https://openalex.org/W2964241181","https://openalex.org/W3092073132","https://openalex.org/W3106250896","https://openalex.org/W3107867277","https://openalex.org/W3164612304","https://openalex.org/W3177052299","https://openalex.org/W3200605425","https://openalex.org/W3210586215","https://openalex.org/W4292972665","https://openalex.org/W4293057111","https://openalex.org/W4308217194","https://openalex.org/W4309532296","https://openalex.org/W4312243195","https://openalex.org/W4312519035","https://openalex.org/W4360997103","https://openalex.org/W4385273301","https://openalex.org/W4385731994","https://openalex.org/W4386825021","https://openalex.org/W4387986938","https://openalex.org/W6796223860"],"related_works":["https://openalex.org/W4360995741","https://openalex.org/W4391185071","https://openalex.org/W4200004107","https://openalex.org/W4377692751","https://openalex.org/W2113932228","https://openalex.org/W4306816486","https://openalex.org/W4388819619","https://openalex.org/W2389212530","https://openalex.org/W3115307632","https://openalex.org/W4255886484"],"abstract_inverted_index":{"In":[0,116],"the":[1,9,19,31,43,51,82,91,95],"detection":[2,10],"of":[3,85,98],"insulator":[4,105],"defects":[5,107],"on":[6,55,129],"transmission":[7],"lines,":[8],"precision":[11,97,121],"is":[12],"still":[13],"not":[14],"ideal,":[15],"primarily":[16],"attributed":[17],"to":[18,100,126],"significant":[20],"variation":[21],"in":[22,103],"target":[23],"scale":[24],"and":[25,50,63,76,113,122,131],"complex":[26],"image":[27],"backgrounds.":[28],"We":[29],"propose":[30],"MCI-GLA,":[32],"a":[33],"plug-in":[34,93],"designed":[35],"for":[36,136],"YOLO":[37],"series":[38],"models,":[39],"featuring":[40],"two":[41],"modules:":[42],"multi-scale":[44,65],"channel":[45],"information":[46,57,75],"extraction":[47],"module":[48,58],"(MCI)":[49],"global-local":[52],"attention":[53],"based":[54],"context":[56,74],"(GLA-CI).":[59],"MCI":[60],"comprehensively":[61],"extracts":[62],"utilizes":[64],"feature":[66],"map":[67],"information,":[68],"while":[69],"GLA-CI":[70],"captures":[71],"both":[72],"global":[73],"local":[77],"spatial":[78],"details,":[79],"thereby":[80],"augmenting":[81],"learning":[83],"capability":[84],"networks.":[86],"Experimental":[87],"results":[88],"indicate":[89],"that":[90],"MCI-GLA":[92],"improves":[94],"average":[96],"YOLOv4":[99],"YOLOv8":[101],"models":[102],"detecting":[104],"breakage":[106],"by":[108],"7.3%,":[109],"4.6%,":[110],"4.5%,":[111],"4.0%,":[112],"5.3%,":[114],"respectively.":[115],"particular,":[117],"YOLOv7+MCI-GLA":[118],"exhibits":[119],"superior":[120],"inference":[123],"time":[124],"compared":[125],"other":[127],"methods":[128],"self-constructed":[130],"public":[132],"datasets.":[133],"The":[134],"code":[135],"this":[137],"paper":[138],"can":[139],"be":[140],"found":[141],"at":[142],"https://github.com/falian0527/MCI-GLA.":[143]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":37},{"year":2024,"cited_by_count":7}],"updated_date":"2026-06-18T10:00:31.954636","created_date":"2025-10-10T00:00:00"}
