{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,21]],"date-time":"2026-03-21T19:10:59Z","timestamp":1774120259208,"version":"3.50.1"},"reference-count":40,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/501100001809","name":"National Natural Science Foundation of China","doi-asserted-by":"publisher","award":["51867003"],"award-info":[{"award-number":["51867003"]}],"id":[{"id":"10.13039\/501100001809","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004607","name":"Natural Science Foundation of Guangxi","doi-asserted-by":"publisher","award":["2018JJB160064"],"award-info":[{"award-number":["2018JJB160064"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]},{"DOI":"10.13039\/501100004607","name":"Natural Science Foundation of Guangxi","doi-asserted-by":"publisher","award":["2018JJA160176"],"award-info":[{"award-number":["2018JJA160176"]}],"id":[{"id":"10.13039\/501100004607","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Guangxi Bagui Young Scholars Special Funding"},{"name":"Boshike Award Scheme for Young Innovative Talents, Guangxi Key Laboratory of Power System Optimization and Energy Technology Project","award":["AE3020001829"],"award-info":[{"award-number":["AE3020001829"]}]},{"DOI":"10.13039\/501100013091","name":"Guangxi Science and Technology Base and Talent Special Project","doi-asserted-by":"publisher","award":["2019AC20096"],"award-info":[{"award-number":["2019AC20096"]}],"id":[{"id":"10.13039\/501100013091","id-type":"DOI","asserted-by":"publisher"}]},{"name":"Basic Ability Improvement Project for Young and Middle-aged Teachers, Universities of Guangxi","award":["20190067"],"award-info":[{"award-number":["20190067"]}]},{"name":"Basic Ability Improvement Project for Young and Middle-aged Teachers, Universities of Guangxi","award":["20190046"],"award-info":[{"award-number":["20190046"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans. Instrum. Meas."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tim.2021.3120796","type":"journal-article","created":{"date-parts":[[2021,10,26]],"date-time":"2021-10-26T20:18:06Z","timestamp":1635279486000},"page":"1-12","source":"Crossref","is-referenced-by-count":80,"title":["InsuDet: A Fault Detection Method for Insulators of Overhead Transmission Lines Using Convolutional Neural Networks"],"prefix":"10.1109","volume":"70","author":[{"ORCID":"https:\/\/orcid.org\/0000-0001-5723-5511","authenticated-orcid":false,"given":"Xingtuo","family":"Zhang","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8785-126X","authenticated-orcid":false,"given":"Yiyi","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8394-6659","authenticated-orcid":false,"given":"Jiefeng","family":"Liu","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0003-0129-1252","authenticated-orcid":false,"given":"Chaohai","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2655-957X","authenticated-orcid":false,"given":"Xueyue","family":"Xue","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-4181-3484","authenticated-orcid":false,"given":"Heng","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"ORCID":"https:\/\/orcid.org\/0000-0001-8981-0920","authenticated-orcid":false,"given":"Wei","family":"Zhang","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2019.2915404"},{"key":"ref38","first-page":"1","article-title":"Missing small fastener detection using deep learning","volume":"70","author":"xiao","year":"2021","journal-title":"IEEE Trans Instrum Meas"},{"key":"ref33","article-title":"PyTorch: An imperative style, high-performance deep learning library","author":"paszke","year":"2019","journal-title":"arXiv 1912 01703"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-009-0275-4"},{"key":"ref31","first-page":"315","article-title":"Deep sparse rectifier neural networks","author":"glorot","year":"2011","journal-title":"Proc AISTATS"},{"key":"ref30","first-page":"448","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"Proc ICML"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.2969057"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2019.2956300"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2021.3078538"},{"key":"ref34","article-title":"Box-point detector: A diagnosis method for insulator faults in power lines using aerial images and convolutional neural networks","author":"liu","year":"2021","journal-title":"IEEE Trans Power Del"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.14569\/IJACSA.2018.090237"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2009.167"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TDEI.2015.004741"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TDEI.2016.7736846"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.169"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2016.2577031"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.91"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.690"},{"key":"ref17","article-title":"YOLOv3: An incremental improvement","author":"redmon","year":"2018","journal-title":"arXiv 1804 02767"},{"key":"ref18","first-page":"21","article-title":"SSD: Single shot multibox detector","author":"liu","year":"2016","journal-title":"Proc ECCV"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/TSMC.2018.2871750"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TSG.2020.2970156"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.01079"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00720"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICDCS.2017.200"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2019.2928615"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/TIM.2020.3001411"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.3390\/en11020340"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1016\/j.measurement.2019.01.072"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.3390\/rs9020100"},{"key":"ref9","first-page":"1","article-title":"Visual recognition and fault detection for power line insulators","author":"oberweger","year":"2014","journal-title":"Proc CVWW"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/TCSVT.2014.2339592"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/TPWRD.2019.2944741"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1088\/1742-6596\/1069\/1\/012183"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1049\/hve.2019.0091"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.106"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/CAC48633.2019.8996643"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00913"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.243"}],"container-title":["IEEE Transactions on Instrumentation and Measurement"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/19\/9259274\/09585511.pdf?arnumber=9585511","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:51:22Z","timestamp":1652194282000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9585511\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":40,"URL":"https:\/\/doi.org\/10.1109\/tim.2021.3120796","relation":{},"ISSN":["0018-9456","1557-9662"],"issn-type":[{"value":"0018-9456","type":"print"},{"value":"1557-9662","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}