{"id":"https://openalex.org/W3206469182","doi":"https://doi.org/10.34028/iajit/18/6/1","title":"Key Parts of Transmission Line Detection Using Improved YOLO v3","display_name":"Key Parts of Transmission Line Detection Using Improved YOLO v3","publication_year":2021,"publication_date":"2021-01-01","ids":{"openalex":"https://openalex.org/W3206469182","doi":"https://doi.org/10.34028/iajit/18/6/1","mag":"3206469182"},"language":"en","primary_location":{"id":"doi:10.34028/iajit/18/6/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/18/6/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://doi.org/10.34028/iajit/18/6/1","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5091498182","display_name":"Renwei Tu","orcid":"https://orcid.org/0000-0002-1702-141X"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Tu Renwei","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":null,"display_name":"Zhu Zhongjie","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Zhu Zhongjie","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039683552","display_name":"Bai Yongqiang","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Bai Yongqiang","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033621287","display_name":"Ming Gao","orcid":"https://orcid.org/0000-0002-8502-1155"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Gao Ming","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101138281","display_name":"Zhifeng Ge","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ge Zhifeng","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9021,"has_fulltext":false,"cited_by_count":11,"citation_normalized_percentile":{"value":0.71199632,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"6","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.9923999905586243,"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"}},"topics":[{"id":"https://openalex.org/T13715","display_name":"Power Line Inspection Robots","score":0.9923999905586243,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9401000142097473,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9377999901771545,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8536255359649658},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5693214535713196},{"id":"https://openalex.org/keywords/key","display_name":"Key (lock)","score":0.5593706369400024},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.5222914218902588},{"id":"https://openalex.org/keywords/data-set","display_name":"Data set","score":0.48877260088920593},{"id":"https://openalex.org/keywords/electric-power-transmission","display_name":"Electric power transmission","score":0.4682503640651703},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.44417813420295715},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.4306843876838684},{"id":"https://openalex.org/keywords/transmission-line","display_name":"Transmission line","score":0.42665377259254456},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.4100356101989746},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3870222568511963},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3515443205833435},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.35013774037361145},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.11567950248718262}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8536255359649658},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5693214535713196},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.5593706369400024},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.5222914218902588},{"id":"https://openalex.org/C58489278","wikidata":"https://www.wikidata.org/wiki/Q1172284","display_name":"Data set","level":2,"score":0.48877260088920593},{"id":"https://openalex.org/C140311924","wikidata":"https://www.wikidata.org/wiki/Q200928","display_name":"Electric power transmission","level":2,"score":0.4682503640651703},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.44417813420295715},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.4306843876838684},{"id":"https://openalex.org/C33441834","wikidata":"https://www.wikidata.org/wiki/Q693004","display_name":"Transmission line","level":2,"score":0.42665377259254456},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.4100356101989746},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3870222568511963},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3515443205833435},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.35013774037361145},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.11567950248718262},{"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/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.34028/iajit/18/6/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/18/6/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.34028/iajit/18/6/1","is_oa":true,"landing_page_url":"https://doi.org/10.34028/iajit/18/6/1","pdf_url":null,"source":{"id":"https://openalex.org/S100666833","display_name":"The International Arab Journal of Information Technology","issn_l":"1683-3198","issn":["1683-3198","2309-4524"],"is_oa":true,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4362726017","host_organization_name":"Zarqa University","host_organization_lineage":["https://openalex.org/P4362726017"],"host_organization_lineage_names":["Zarqa University"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The International Arab Journal of Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.7400000095367432,"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W787855002","https://openalex.org/W3115307632","https://openalex.org/W4255886484","https://openalex.org/W2949628984","https://openalex.org/W2289441543","https://openalex.org/W939514953","https://openalex.org/W2388454303","https://openalex.org/W2096055231","https://openalex.org/W2773288753","https://openalex.org/W2543668496"],"abstract_inverted_index":{"Unmanned":[0],"Aerial":[1],"Vehicle":[2],"(UAV)":[3],"inspection":[4],"has":[5],"become":[6],"one":[7,57],"of":[8,71,95,110],"main":[9],"methods":[10],"for":[11,31],"current":[12],"transmission":[13],"line":[14],"inspection,":[15],"but":[16],"there":[17],"are":[18,74,117,120,130],"still":[19],"some":[20],"shortcomings":[21],"such":[22],"as":[23],"slow":[24],"detection":[25,45,81,102,155,164],"speed,":[26],"low":[27,32],"efficiency,":[28],"and":[29,113,122,129,137,162],"inability":[30],"light":[33],"environment.":[34],"To":[35],"address":[36],"these":[37],"issues,":[38],"this":[39,145],"paper":[40],"proposes":[41],"a":[42],"deep":[43],"learning":[44],"model":[46,146],"based":[47],"on":[48],"You":[49],"Only":[50],"Look":[51],"Once":[52],"(YOLO)":[53],"v3.":[54],"On":[55,104],"the":[56,59,67,84,92,96,101,105,126,154,163],"hand,":[58,107],"neural":[60],"network":[61],"structure":[62],"is":[63,66,88],"simplified,":[64],"that":[65,144],"three":[68],"feature":[69],"maps":[70],"YOLO":[72,149],"v3":[73,150],"pruned":[75],"into":[76],"two":[77],"to":[78,90,99,124],"meet":[79],"specific":[80],"requirements.":[82],"Meanwhile,":[83],"K-means++":[85],"clustering":[86],"method":[87],"used":[89],"calculate":[91],"anchor":[93],"value":[94],"data":[97,115,127],"set":[98],"improve":[100,153],"accuracy.":[103],"other":[106],"1000":[108],"sets":[109,116],"power":[111],"tower":[112],"insulator":[114],"collected,":[118],"which":[119],"inverted":[121],"scaled":[123],"expand":[125],"set,":[128],"fully":[131],"optimized":[132],"by":[133,157,160,166],"adding":[134],"different":[135],"illumination":[136],"viewing":[138],"angles.":[139],"The":[140],"experimental":[141],"results":[142],"show":[143],"using":[147],"improved":[148],"can":[151],"effectively":[152],"accuracy":[156],"6.0%,":[158],"flops":[159],"8.4%,":[161],"speed":[165],"about":[167],"6.0%.":[168]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":5}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
