{"id":"https://openalex.org/W4286277949","doi":"https://doi.org/10.1109/ist55454.2022.9827761","title":"Aerial video inspection of Greek power lines structures using machine learning techniques","display_name":"Aerial video inspection of Greek power lines structures using machine learning techniques","publication_year":2022,"publication_date":"2022-06-21","ids":{"openalex":"https://openalex.org/W4286277949","doi":"https://doi.org/10.1109/ist55454.2022.9827761"},"language":"en","primary_location":{"id":"doi:10.1109/ist55454.2022.9827761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist55454.2022.9827761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Imaging Systems and Techniques (IST)","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/A5034253411","display_name":"Aikaterini Tsellou","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":true,"raw_author_name":"Aikaterini Tsellou","raw_affiliation_strings":["School of ECE Technical, University of Crete,Chania,Greece","School of ECE Technical, University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE Technical, University of Crete,Chania,Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"School of ECE Technical, University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5028930909","display_name":"Konstantia Moirogiorgou","orcid":"https://orcid.org/0000-0003-4826-6388"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Konstantia Moirogiorgou","raw_affiliation_strings":["School of ECE Technical, University of Crete,Chania,Greece","School of ECE Technical, University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE Technical, University of Crete,Chania,Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"School of ECE Technical, University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054556289","display_name":"Georgios Plokamakis","orcid":null},"institutions":[{"id":"https://openalex.org/I2802948906","display_name":"Health Net","ror":"https://ror.org/03nzj6y61","country_code":"US","type":"nonprofit","lineage":["https://openalex.org/I2802948906"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Georgios Plokamakis","raw_affiliation_strings":["Hellenic Electricity Distribution Network Operator,Head of Network section, Chania Area,S.A.,Greece","Head of Network section, Chania Area, Hellenic Electricity Distribution Network Operator, S.A., Greece"],"affiliations":[{"raw_affiliation_string":"Hellenic Electricity Distribution Network Operator,Head of Network section, Chania Area,S.A.,Greece","institution_ids":["https://openalex.org/I2802948906"]},{"raw_affiliation_string":"Head of Network section, Chania Area, Hellenic Electricity Distribution Network Operator, S.A., Greece","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036200521","display_name":"George Livanos","orcid":"https://orcid.org/0000-0003-1255-461X"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"George Livanos","raw_affiliation_strings":["School of ECE Technical, University of Crete,Chania,Greece","School of ECE Technical, University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE Technical, University of Crete,Chania,Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"School of ECE Technical, University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071136413","display_name":"K. Kalaitzakis","orcid":"https://orcid.org/0000-0001-7589-2240"},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Kostas Kalaitzakis","raw_affiliation_strings":["School of ECE Technical, University of Crete,Chania,Greece","School of ECE Technical, University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE Technical, University of Crete,Chania,Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"School of ECE Technical, University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113661535","display_name":"Michalis Zervakis","orcid":null},"institutions":[{"id":"https://openalex.org/I55741626","display_name":"Technical University of Crete","ror":"https://ror.org/03f8bz564","country_code":"GR","type":"education","lineage":["https://openalex.org/I55741626"]}],"countries":["GR"],"is_corresponding":false,"raw_author_name":"Michalis Zervakis","raw_affiliation_strings":["School of ECE Technical, University of Crete,Chania,Greece","School of ECE Technical, University of Crete, Chania, Greece"],"affiliations":[{"raw_affiliation_string":"School of ECE Technical, University of Crete,Chania,Greece","institution_ids":["https://openalex.org/I55741626"]},{"raw_affiliation_string":"School of ECE Technical, University of Crete, Chania, Greece","institution_ids":["https://openalex.org/I55741626"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5034253411"],"corresponding_institution_ids":["https://openalex.org/I55741626"],"apc_list":null,"apc_paid":null,"fwci":0.1703,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.42763822,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9970999956130981,"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/T13282","display_name":"Automated Road and Building Extraction","score":0.9958000183105469,"subfield":{"id":"https://openalex.org/subfields/2212","display_name":"Ocean 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/computer-science","display_name":"Computer science","score":0.7855340838432312},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.7184767127037048},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7149525284767151},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6322858929634094},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5914949178695679},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.518052339553833},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.4511297941207886},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.44544756412506104},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.4344976246356964},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.4315837323665619},{"id":"https://openalex.org/keywords/image-segmentation","display_name":"Image segmentation","score":0.4205586910247803},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.1614013910293579},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.12206003069877625},{"id":"https://openalex.org/keywords/systems-engineering","display_name":"Systems engineering","score":0.08464944362640381}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7855340838432312},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.7184767127037048},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7149525284767151},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6322858929634094},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5914949178695679},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.518052339553833},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.4511297941207886},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.44544756412506104},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.4344976246356964},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.4315837323665619},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.4205586910247803},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.1614013910293579},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.12206003069877625},{"id":"https://openalex.org/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.08464944362640381},{"id":"https://openalex.org/C153349607","wikidata":"https://www.wikidata.org/wiki/Q36649","display_name":"Visual arts","level":1,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ist55454.2022.9827761","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ist55454.2022.9827761","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Imaging Systems and Techniques (IST)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320320300","display_name":"European Commission","ror":"https://ror.org/00k4n6c32"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1923697677","https://openalex.org/W1983975982","https://openalex.org/W2075816641","https://openalex.org/W2109096796","https://openalex.org/W2412782625","https://openalex.org/W2612952973","https://openalex.org/W2620051017","https://openalex.org/W2630837129","https://openalex.org/W2735039185","https://openalex.org/W2736377497","https://openalex.org/W2783861674","https://openalex.org/W2893801697","https://openalex.org/W2921370018","https://openalex.org/W2937925194","https://openalex.org/W2948202452","https://openalex.org/W2948290402","https://openalex.org/W2963840672","https://openalex.org/W2969168873","https://openalex.org/W2990580785","https://openalex.org/W2999222035","https://openalex.org/W3021029506","https://openalex.org/W3095360123","https://openalex.org/W3105636206","https://openalex.org/W3147958749","https://openalex.org/W3192173774","https://openalex.org/W4211189684","https://openalex.org/W4295312788","https://openalex.org/W6646226532","https://openalex.org/W6669708185","https://openalex.org/W6676030136","https://openalex.org/W6766978945","https://openalex.org/W6771525488","https://openalex.org/W6792883289"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2781569684","https://openalex.org/W2611989081","https://openalex.org/W2478098815","https://openalex.org/W2731899572","https://openalex.org/W4290692565","https://openalex.org/W2371486462","https://openalex.org/W4304166257","https://openalex.org/W4315434538","https://openalex.org/W1522196789"],"abstract_inverted_index":{"Power":[0],"line":[1],"inspection":[2,32],"is":[3,19,86,119],"a":[4,100],"crucial":[5],"task":[6,59],"for":[7,181],"the":[8,45,58,63,67,71,90,93,166,174,176,190],"uninterrupted":[9],"operation":[10],"of":[11,60,66,92,165,194],"an":[12,52],"electricity":[13],"distribution":[14],"network.":[15],"Till":[16],"date,":[17],"it":[18,49],"mainly":[20,87],"carried":[21],"out":[22,121,164],"using":[23,33,159],"manned":[24],"helicopters":[25],"or":[26],"foot":[27],"patrol.":[28],"However,":[29],"autonomous,":[30],"intelligent":[31],"unmanned":[34],"aerial":[35],"vehicles":[36],"(UAVs)":[37],"equipped":[38],"with":[39],"camera":[40],"sensors":[41],"has":[42],"come":[43],"to":[44,56,89,98],"fore":[46],"lately":[47],"as":[48],"can":[50,106,128],"offer":[51],"advantageous":[53],"automated":[54],"way":[55],"deliver":[57],"inspection.":[61],"For":[62],"accurate":[64],"detection":[65],"power":[68,94],"lines":[69],"in":[70,96,138,143,173,185,192,196],"imagery":[72],"acquired,":[73],"different":[74],"state-of-the-art":[75],"semantic":[76],"segmentation":[77,170,183],"techniques":[78],"have":[79],"been":[80],"used.":[81],"In":[82],"this":[83,130,139],"work,":[84],"attention":[85],"paid":[88],"structure":[91],"lines,":[95],"order":[97],"find":[99],"proper":[101],"deep":[102,168],"learning":[103],"architecture":[104],"that":[105,122,124],"segment":[107],"them":[108],"efficiently,":[109],"preserving":[110],"their":[111],"thin":[112],"shape":[113],"and":[114,132,147],"reducing":[115],"background":[116,198],"noise.":[117],"It":[118],"found":[120],"DNNs":[123],"employ":[125],"dilated":[126],"convolutions":[127],"reach":[129],"goal":[131],"achieve":[133],"high":[134],"performance.":[135],"The":[136],"architectures":[137,171],"work":[140],"were":[141],"evaluated":[142],"both":[144],"literature":[145],"datasets":[146],"videos":[148],"collected":[149],"by":[150],"HEDNO":[151],"S.A.":[152],"(Hellenic":[153],"Electricity":[154],"Distribution":[155],"Network":[156],"Operator":[157],"S.A.)":[158],"UAVs.":[160],"Results":[161],"show":[162],"that,":[163],"four":[167],"learning-based":[169],"used":[172],"experiments,":[175],"D-LinkNet":[177],"architecture,":[178],"first":[179],"introduced":[180],"road":[182],"purposes":[184],"high-resolution":[186],"satellite":[187],"imagery,":[188],"outperformed":[189],"others":[191],"terms":[193],"F'l-Score":[195],"various":[197],"scenarios.":[199]},"counts_by_year":[{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
