{"id":"https://openalex.org/W4386214618","doi":"https://doi.org/10.1109/iscc58397.2023.10217856","title":"A Novel Framework for Distribution Power Lines Detection","display_name":"A Novel Framework for Distribution Power Lines Detection","publication_year":2023,"publication_date":"2023-07-09","ids":{"openalex":"https://openalex.org/W4386214618","doi":"https://doi.org/10.1109/iscc58397.2023.10217856"},"language":"en","primary_location":{"id":"doi:10.1109/iscc58397.2023.10217856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc58397.2023.10217856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium on Computers and Communications (ISCC)","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/A5092706457","display_name":"Damos Ayobo Abongo","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112335","display_name":"\u00c9cole Sup\u00e9rieure Priv\u00e9e d'Ing\u00e9nierie et de Technologies","ror":"https://ror.org/021f99908","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210112335"]}],"countries":["TN"],"is_corresponding":true,"raw_author_name":"Damos Ayobo Abongo","raw_affiliation_strings":["ESPRIT School of Engineering,Tunis,Tunisia","ESPRIT School of Engineering, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"ESPRIT School of Engineering,Tunis,Tunisia","institution_ids":["https://openalex.org/I4210112335"]},{"raw_affiliation_string":"ESPRIT School of Engineering, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210112335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000573172","display_name":"Mohamed Gaha","orcid":"https://orcid.org/0000-0002-4574-4623"},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Mohamed Gaha","raw_affiliation_strings":["Hydro-Quebec,Montreal,Quebec,Canada","Hydro-Quebec, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Hydro-Quebec,Montreal,Quebec,Canada","institution_ids":["https://openalex.org/I47099075"]},{"raw_affiliation_string":"Hydro-Quebec, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023438756","display_name":"Safa Ch\u00e9rif","orcid":null},"institutions":[{"id":"https://openalex.org/I4210112335","display_name":"\u00c9cole Sup\u00e9rieure Priv\u00e9e d'Ing\u00e9nierie et de Technologies","ror":"https://ror.org/021f99908","country_code":"TN","type":"education","lineage":["https://openalex.org/I4210112335"]}],"countries":["TN"],"is_corresponding":false,"raw_author_name":"Safa Cherif","raw_affiliation_strings":["ESPRIT School of Engineering,Tunis,Tunisia","ESPRIT School of Engineering, Tunis, Tunisia"],"affiliations":[{"raw_affiliation_string":"ESPRIT School of Engineering,Tunis,Tunisia","institution_ids":["https://openalex.org/I4210112335"]},{"raw_affiliation_string":"ESPRIT School of Engineering, Tunis, Tunisia","institution_ids":["https://openalex.org/I4210112335"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070352139","display_name":"Wael Jaafar","orcid":"https://orcid.org/0000-0003-4378-9999"},"institutions":[{"id":"https://openalex.org/I9736820","display_name":"\u00c9cole de Technologie Sup\u00e9rieure","ror":"https://ror.org/0020snb74","country_code":"CA","type":"education","lineage":["https://openalex.org/I49663120","https://openalex.org/I9736820"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Wael Jaafar","raw_affiliation_strings":["&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montreal,Quebec,Canada"],"affiliations":[{"raw_affiliation_string":"&#x00C9;cole de Technologie Sup&#x00E9;rieure,Montreal,Quebec,Canada","institution_ids":["https://openalex.org/I9736820"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029652988","display_name":"Guillaume Houle","orcid":null},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Guillaume Houle","raw_affiliation_strings":["Hydro-Quebec,Montreal,Quebec,Canada","Hydro-Quebec, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Hydro-Quebec,Montreal,Quebec,Canada","institution_ids":["https://openalex.org/I47099075"]},{"raw_affiliation_string":"Hydro-Quebec, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092706458","display_name":"Christian Buteau","orcid":null},"institutions":[{"id":"https://openalex.org/I47099075","display_name":"Hydro-Qu\u00e9bec","ror":"https://ror.org/01nhzsw25","country_code":"CA","type":"government","lineage":["https://openalex.org/I47099075"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Christian Buteau","raw_affiliation_strings":["Hydro-Quebec,Montreal,Quebec,Canada","Hydro-Quebec, Montreal, Quebec, Canada"],"affiliations":[{"raw_affiliation_string":"Hydro-Quebec,Montreal,Quebec,Canada","institution_ids":["https://openalex.org/I47099075"]},{"raw_affiliation_string":"Hydro-Quebec, Montreal, Quebec, Canada","institution_ids":["https://openalex.org/I47099075"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5092706457"],"corresponding_institution_ids":["https://openalex.org/I4210112335"],"apc_list":null,"apc_paid":null,"fwci":0.5023,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.60457005,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"4"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9998999834060669,"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":0.9998999834060669,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.9987999796867371,"subfield":{"id":"https://openalex.org/subfields/1907","display_name":"Geology"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12549","display_name":"Image and Object Detection Techniques","score":0.9955000281333923,"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/lidar","display_name":"Lidar","score":0.777370810508728},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.7579471468925476},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6990642547607422},{"id":"https://openalex.org/keywords/ranging","display_name":"Ranging","score":0.6031673550605774},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5616921782493591},{"id":"https://openalex.org/keywords/line","display_name":"Line (geometry)","score":0.516818642616272},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5087698101997375},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4681950509548187},{"id":"https://openalex.org/keywords/power","display_name":"Power (physics)","score":0.42391398549079895},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.36494356393814087},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.16528105735778809},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1531587541103363},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.09832745790481567},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.08076658844947815}],"concepts":[{"id":"https://openalex.org/C51399673","wikidata":"https://www.wikidata.org/wiki/Q504027","display_name":"Lidar","level":2,"score":0.777370810508728},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.7579471468925476},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6990642547607422},{"id":"https://openalex.org/C115051666","wikidata":"https://www.wikidata.org/wiki/Q6522493","display_name":"Ranging","level":2,"score":0.6031673550605774},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5616921782493591},{"id":"https://openalex.org/C198352243","wikidata":"https://www.wikidata.org/wiki/Q37105","display_name":"Line (geometry)","level":2,"score":0.516818642616272},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5087698101997375},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4681950509548187},{"id":"https://openalex.org/C163258240","wikidata":"https://www.wikidata.org/wiki/Q25342","display_name":"Power (physics)","level":2,"score":0.42391398549079895},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.36494356393814087},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.16528105735778809},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1531587541103363},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.09832745790481567},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.08076658844947815},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/iscc58397.2023.10217856","is_oa":false,"landing_page_url":"https://doi.org/10.1109/iscc58397.2023.10217856","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE Symposium on Computers and Communications (ISCC)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace2.etsmtl.ca:27865","is_oa":false,"landing_page_url":"https://espace2.etsmtl.ca/id/eprint/27865/","pdf_url":null,"source":{"id":"https://openalex.org/S4306402392","display_name":"Espace \u00c9TS (ETS)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1341030882","host_organization_name":"Educational Testing Service","host_organization_lineage":["https://openalex.org/I1341030882"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Compte rendu de conf\u00e9rence"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W2034546021","https://openalex.org/W2095905764","https://openalex.org/W2295598076","https://openalex.org/W2467615243","https://openalex.org/W2620650400","https://openalex.org/W2736317099","https://openalex.org/W2944981417","https://openalex.org/W2963809831","https://openalex.org/W2990613095","https://openalex.org/W2997890711","https://openalex.org/W3011788244","https://openalex.org/W3179898895","https://openalex.org/W3191381175","https://openalex.org/W6800201706"],"related_works":["https://openalex.org/W2783354812","https://openalex.org/W4384112194","https://openalex.org/W2103009189","https://openalex.org/W4312958259","https://openalex.org/W2594043982","https://openalex.org/W3036493597","https://openalex.org/W2374398405","https://openalex.org/W2360349537","https://openalex.org/W2371953206","https://openalex.org/W2352878362"],"abstract_inverted_index":{"Millions":[0],"of":[1,43,92,100,110,116],"dollars":[2],"are":[3,23,120],"spent":[4],"yearly":[5],"to":[6,38,90,122,133,136],"trim":[7],"trees":[8],"along":[9],"rights-of-way":[10],"and":[11,32,46,57,73,95,146],"guarantee":[12],"reliable":[13],"distribution":[14,83],"line":[15],"systems.":[16],"To":[17],"reduce":[18],"these":[19,78],"costs,":[20],"power":[21,59],"utilities":[22],"embracing":[24],"a":[25,55],"new":[26],"approach":[27],"based":[28],"on":[29],"light":[30],"detection":[31,61],"ranging":[33],"(LiDAR)":[34],"data.":[35],"They":[36],"aim":[37],"automatically":[39],"detect":[40,82,137],"the":[41,108,114],"locations":[42],"critical":[44],"branches/trees":[45],"assess":[47],"their":[48],"risks.":[49],"In":[50],"this":[51],"paper,":[52],"we":[53,80,119,128],"propose":[54],"novel":[56,131],"robust":[58],"lines":[60,84,125],"framework":[62,132],"with":[63,85],"several":[64],"LiDAR":[65,139],"data":[66],"processing":[67],"steps,":[68],"which":[69],"combines":[70],"machine":[71],"learning":[72],"geometric":[74],"approaches.":[75],"By":[76],"combining":[77],"methods,":[79],"efficiently":[81],"an":[86],"Intersection-over-Union":[87],"performance":[88],"superior":[89],"those":[91],"deep-learning-based":[93],"benchmarks,":[94],"less":[96],"complex":[97],"than":[98],"most":[99],"them.":[101],"The":[102],"benefit":[103],"is":[104],"that":[105],"by":[106],"prescribing":[107],"use":[109],"geometrical/mathematical":[111],"approaches":[112],"for":[113],"post-processing":[115],"deep-learning/machine-learning":[117],"outputs,":[118],"able":[121],"further":[123],"improve":[124],"detection.":[126],"Finally,":[127],"expect":[129],"our":[130],"be":[134],"generalized":[135],"various":[138],"objects":[140],"such":[141],"as":[142],"poles,":[143],"cars,":[144],"buildings":[145],"roads.":[147]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
