{"id":"https://openalex.org/W4399896356","doi":"https://doi.org/10.3390/s24124012","title":"An Improved YOLOv8 Network for Detecting Electric Pylons Based on Optical Satellite Image","display_name":"An Improved YOLOv8 Network for Detecting Electric Pylons Based on Optical Satellite Image","publication_year":2024,"publication_date":"2024-06-20","ids":{"openalex":"https://openalex.org/W4399896356","doi":"https://doi.org/10.3390/s24124012","pmid":"https://pubmed.ncbi.nlm.nih.gov/38931813"},"language":"en","primary_location":{"id":"doi:10.3390/s24124012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24124012","pdf_url":"https://www.mdpi.com/1424-8220/24/12/4012/pdf?version=1718959717","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/24/12/4012/pdf?version=1718959717","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108845292","display_name":"Xin Chi","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chi","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101801641","display_name":"Yu Sun","orcid":"https://orcid.org/0000-0003-2177-6812"},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yu Sun","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071728727","display_name":"Yingjun Zhao","orcid":"https://orcid.org/0000-0003-2832-6590"},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjun Zhao","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034069120","display_name":"Donghua Lu","orcid":null},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Donghua Lu","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101728035","display_name":"Yan Gao","orcid":"https://orcid.org/0000-0002-2719-6299"},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Gao","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078781689","display_name":"Yiting Zhang","orcid":"https://orcid.org/0000-0003-4346-2208"},"institutions":[{"id":"https://openalex.org/I4210134214","display_name":"Beijing Research Institute of Uranium Geology","ror":"https://ror.org/046qx3a23","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210134214"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yiting Zhang","raw_affiliation_strings":["Beijing Research Institute of Uranium Geology, Beijing 100029, China","National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China"],"affiliations":[{"raw_affiliation_string":"Beijing Research Institute of Uranium Geology, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]},{"raw_affiliation_string":"National Key Laboratory of Uranium Resources Exploration-Mining and Nuclear Remote Sensing, Beijing 100029, China","institution_ids":["https://openalex.org/I4210134214"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101801641"],"corresponding_institution_ids":["https://openalex.org/I4210134214"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":1.8879,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.87264189,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"24","issue":"12","first_page":"4012","last_page":"4012"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9832000136375427,"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/T10689","display_name":"Remote-Sensing Image Classification","score":0.9832000136375427,"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/T11336","display_name":"Energy and Environment Impacts","score":0.9314000010490417,"subfield":{"id":"https://openalex.org/subfields/2310","display_name":"Pollution"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11963","display_name":"Impact of Light on Environment and Health","score":0.9128000140190125,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/satellite","display_name":"Satellite","score":0.7033785581588745},{"id":"https://openalex.org/keywords/satellite-image","display_name":"Satellite image","score":0.6425516605377197},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.5683348774909973},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4529111385345459},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.44775882363319397},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.4105857312679291},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3147842288017273},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.2684345245361328},{"id":"https://openalex.org/keywords/aerospace-engineering","display_name":"Aerospace engineering","score":0.21617159247398376},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.20154696702957153}],"concepts":[{"id":"https://openalex.org/C19269812","wikidata":"https://www.wikidata.org/wiki/Q26540","display_name":"Satellite","level":2,"score":0.7033785581588745},{"id":"https://openalex.org/C2985301230","wikidata":"https://www.wikidata.org/wiki/Q725252","display_name":"Satellite image","level":3,"score":0.6425516605377197},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.5683348774909973},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4529111385345459},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.44775882363319397},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.4105857312679291},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3147842288017273},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.2684345245361328},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.21617159247398376},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.20154696702957153}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.3390/s24124012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24124012","pdf_url":"https://www.mdpi.com/1424-8220/24/12/4012/pdf?version=1718959717","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:38931813","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/38931813","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:pubmedcentral.nih.gov:11207631","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/11207631","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"},{"id":"pmh:oai:doaj.org/article:897ef2df28dd437ca9278eb26129ffe5","is_oa":true,"landing_page_url":"https://doaj.org/article/897ef2df28dd437ca9278eb26129ffe5","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 24, Iss 12, p 4012 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/s24124012","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s24124012","pdf_url":"https://www.mdpi.com/1424-8220/24/12/4012/pdf?version=1718959717","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6499999761581421,"id":"https://metadata.un.org/sdg/9"}],"awards":[{"id":"https://openalex.org/G3789036842","display_name":null,"funder_award_id":"WDZC-2023-HDYY-101","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8539817515","display_name":null,"funder_award_id":"42202331","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":{"grobid_xml":false,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4399896356.pdf"},"referenced_works_count":43,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1145263395","https://openalex.org/W1982112754","https://openalex.org/W2091630057","https://openalex.org/W2109255472","https://openalex.org/W2193145675","https://openalex.org/W2407977833","https://openalex.org/W2507884217","https://openalex.org/W2565639579","https://openalex.org/W2888864181","https://openalex.org/W2963857746","https://openalex.org/W2965777010","https://openalex.org/W2969168873","https://openalex.org/W2971365005","https://openalex.org/W2981218143","https://openalex.org/W2983602422","https://openalex.org/W2985458397","https://openalex.org/W3010075619","https://openalex.org/W3018105153","https://openalex.org/W3033600636","https://openalex.org/W3047737426","https://openalex.org/W3106250896","https://openalex.org/W3127488628","https://openalex.org/W3146332956","https://openalex.org/W3162332818","https://openalex.org/W3210684347","https://openalex.org/W4210664107","https://openalex.org/W4233052259","https://openalex.org/W4312443924","https://openalex.org/W4313898268","https://openalex.org/W4384559632","https://openalex.org/W4385455153","https://openalex.org/W4385612963","https://openalex.org/W4386076325","https://openalex.org/W4386318395","https://openalex.org/W4387503356","https://openalex.org/W4388562531","https://openalex.org/W4389606741","https://openalex.org/W4390506759","https://openalex.org/W4390873076","https://openalex.org/W4390873988","https://openalex.org/W4394605718","https://openalex.org/W6767006908"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W2013329914","https://openalex.org/W2392383081","https://openalex.org/W1618102658","https://openalex.org/W4205376403","https://openalex.org/W2331410275","https://openalex.org/W2387947994","https://openalex.org/W2371380944","https://openalex.org/W2386984706"],"abstract_inverted_index":{"Electric":[0],"pylons":[1,48,75,109],"are":[2],"crucial":[3,153],"components":[4],"of":[5,16,46,59,73,102,107,134,149],"power":[6,150],"infrastructure,":[7,151],"requiring":[8],"accurate":[9],"detection":[10,95,106],"and":[11,34,147,158],"identification":[12],"for":[13,155],"effective":[14,105],"monitoring":[15,143],"transmission":[17],"lines.":[18],"This":[19,137],"paper":[20],"proposes":[21],"an":[22,98],"innovative":[23],"model,":[24],"the":[25,32,43,52,56,66,111,118,131,144],"EP-YOLOv8":[26,82,112],"network,":[27],"which":[28],"incorporates":[29],"new":[30],"modules:":[31],"DSLSK-SPPF":[33,37],"EMS-Head.":[35],"The":[36,62,81,104],"module":[38,64],"is":[39],"designed":[40],"to":[41,55,69,116,130],"capture":[42,70],"surrounding":[44],"features":[45],"electric":[47,74,93,108,135],"more":[49],"effectively,":[50],"enhancing":[51],"model's":[53,67],"adaptability":[54],"complex":[57],"shapes":[58],"these":[60],"structures.":[61],"EMS-Head":[63],"enhances":[65],"ability":[68,115],"fine":[71],"details":[72],"while":[76],"maintaining":[77],"a":[78,89],"lightweight":[79],"design.":[80],"network":[83],"optimizes":[84],"traditional":[85],"YOLOv8n":[86],"parameters,":[87],"demonstrating":[88],"significant":[90],"improvement":[91,138],"in":[92,121,142],"pylon":[94],"accuracy":[96],"with":[97],"average":[99],"mAP@0.5":[100],"value":[101],"95.5%.":[103],"by":[110],"demonstrates":[113],"its":[114],"overcome":[117],"inefficiencies":[119],"inherent":[120],"existing":[122],"optical":[123],"satellite":[124],"image-based":[125],"models,":[126],"particularly":[127],"those":[128],"related":[129],"unique":[132],"characteristics":[133],"pylons.":[136],"will":[139],"significantly":[140],"aid":[141],"operational":[145],"status":[146],"layout":[148],"providing":[152],"insights":[154],"infrastructure":[156],"management":[157],"maintenance.":[159]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}