{"id":"https://openalex.org/W2997220185","doi":"https://doi.org/10.1109/dicta47822.2019.8945905","title":"Deep Corrosion Assessment for Electrical Transmission Towers","display_name":"Deep Corrosion Assessment for Electrical Transmission Towers","publication_year":2019,"publication_date":"2019-12-01","ids":{"openalex":"https://openalex.org/W2997220185","doi":"https://doi.org/10.1109/dicta47822.2019.8945905","mag":"2997220185"},"language":"en","primary_location":{"id":"doi:10.1109/dicta47822.2019.8945905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta47822.2019.8945905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5100372506","display_name":"Teng Zhang","orcid":"https://orcid.org/0000-0002-5310-8766"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Teng Zhang","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018607348","display_name":"Liangchen Liu","orcid":"https://orcid.org/0000-0002-6539-5408"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Liangchen Liu","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5063048878","display_name":"Arnold Wiliem","orcid":"https://orcid.org/0000-0001-8746-9394"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Arnold Wiliem","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036980010","display_name":"Stephen Connor","orcid":null},"institutions":[{"id":"https://openalex.org/I1282108480","display_name":"Powerlink Queensland (Australia)","ror":"https://ror.org/04sg12k28","country_code":"AU","type":"company","lineage":["https://openalex.org/I1282108480"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Stephen Connor","raw_affiliation_strings":["Powerlink Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Powerlink Queensland, Australia","institution_ids":["https://openalex.org/I1282108480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042897904","display_name":"Zelkjo Ilich","orcid":null},"institutions":[{"id":"https://openalex.org/I1282108480","display_name":"Powerlink Queensland (Australia)","ror":"https://ror.org/04sg12k28","country_code":"AU","type":"company","lineage":["https://openalex.org/I1282108480"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Zelkjo Ilich","raw_affiliation_strings":["Powerlink Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Powerlink Queensland, Australia","institution_ids":["https://openalex.org/I1282108480"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040992662","display_name":"Eddie Van Der Draai","orcid":null},"institutions":[{"id":"https://openalex.org/I1282108480","display_name":"Powerlink Queensland (Australia)","ror":"https://ror.org/04sg12k28","country_code":"AU","type":"company","lineage":["https://openalex.org/I1282108480"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Eddie Van Der Draai","raw_affiliation_strings":["Powerlink Queensland, Virginia, QLD, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Powerlink Queensland, Virginia, QLD, Australia","institution_ids":["https://openalex.org/I1282108480"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5058539660","display_name":"Brian C. Lovell","orcid":"https://orcid.org/0000-0001-6722-1754"},"institutions":[{"id":"https://openalex.org/I165143802","display_name":"The University of Queensland","ror":"https://ror.org/00rqy9422","country_code":"AU","type":"education","lineage":["https://openalex.org/I165143802"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Brian Lovell","raw_affiliation_strings":["School of ITEE, The University of Queensland, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of ITEE, The University of Queensland, Australia","institution_ids":["https://openalex.org/I165143802"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2019","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9990000128746033,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11850","display_name":"Concrete Corrosion and Durability","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T10511","display_name":"High voltage insulation and dielectric phenomena","score":0.9948999881744385,"subfield":{"id":"https://openalex.org/subfields/2505","display_name":"Materials Chemistry"},"field":{"id":"https://openalex.org/fields/25","display_name":"Materials Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/corrosion","display_name":"Corrosion","score":0.6466977596282959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5335125923156738},{"id":"https://openalex.org/keywords/transmission","display_name":"Transmission (telecommunications)","score":0.46630680561065674},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.23353663086891174},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.21119827032089233},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.19707190990447998}],"concepts":[{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.6466977596282959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5335125923156738},{"id":"https://openalex.org/C761482","wikidata":"https://www.wikidata.org/wiki/Q118093","display_name":"Transmission (telecommunications)","level":2,"score":0.46630680561065674},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.23353663086891174},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.21119827032089233},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.19707190990447998}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/dicta47822.2019.8945905","is_oa":false,"landing_page_url":"https://doi.org/10.1109/dicta47822.2019.8945905","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2019 Digital Image Computing: Techniques and Applications (DICTA)","raw_type":"proceedings-article"},{"id":"pmh:oai:espace.library.uq.edu.au:UQ:9264da4","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4306402388","display_name":"Queensland's institutional digital repository (The University of Queensland)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I165143802","host_organization_name":"The University of Queensland","host_organization_lineage":["https://openalex.org/I165143802"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"mag:3041318621","is_oa":false,"landing_page_url":"https://jglobal.jst.go.jp/en/detail?JGLOBAL_ID=202002242865644902","pdf_url":null,"source":{"id":"https://openalex.org/S4306512817","display_name":"IEEE Conference Proceedings","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":null,"is_accepted":false,"is_published":null,"raw_source_name":"IEEE Conference Proceedings","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/11","display_name":"Sustainable cities and communities","score":0.5600000023841858}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1505839815","https://openalex.org/W1861492603","https://openalex.org/W2097117768","https://openalex.org/W2097248708","https://openalex.org/W2102605133","https://openalex.org/W2117539524","https://openalex.org/W2161969291","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2323180707","https://openalex.org/W2579152745","https://openalex.org/W2605352567","https://openalex.org/W2608113074","https://openalex.org/W2612445135","https://openalex.org/W2613718673","https://openalex.org/W2787164094","https://openalex.org/W2800761708","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963276927","https://openalex.org/W3106250896","https://openalex.org/W4297775537","https://openalex.org/W6628973269","https://openalex.org/W6639102338","https://openalex.org/W6675026286","https://openalex.org/W6687483927","https://openalex.org/W6737664043","https://openalex.org/W6785652829"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2349891746","https://openalex.org/W2884282816","https://openalex.org/W2394115446","https://openalex.org/W1502342084","https://openalex.org/W3203998807","https://openalex.org/W2032583453","https://openalex.org/W4283030797","https://openalex.org/W2380730024","https://openalex.org/W3006522350"],"abstract_inverted_index":{"Galvanised":[0],"steel":[1,93],"transmission":[2,94],"towers":[3],"in":[4],"electrical":[5],"power":[6,22],"grids":[7],"suffer":[8],"from":[9,39],"corrosion":[10,34,63,126,175],"to":[11,31,50,60,86,147,195,197],"different":[12],"levels":[13],"depending":[14],"on":[15,116,131,166,169],"age":[16],"and":[17,42,84,134,184],"environment.":[18],"To":[19],"ensure":[20,162],"the":[21,33,62,111,114,117,163,170,173,208],"grid":[23],"can":[24,206],"operate":[25],"safely,":[26],"significant":[27],"resources":[28],"are":[29,47,154],"spent":[30],"monitor":[32],"level":[35,64],"of":[36,45,100,102,113,192],"towers.":[37,95],"Photographs":[38],"helicopters,":[40],"drones,":[41],"a":[43,75,97,103,120,155,190],"variety":[44,99],"staffs":[46],"often":[48],"used":[49],"capture":[51],"condition,":[52],"however,":[53],"these":[54],"images":[55,101,148],"still":[56],"need":[57],"manual":[58],"inspection":[59,127],"determine":[61,110],"before":[65],"carrying":[66],"out":[67],"maintenance":[68],"works.":[69],"In":[70,138],"this":[71,179,198],"paper,":[72],"we":[73,188],"describe":[74],"framework":[76,107,205],"employing":[77],"multiple":[78],"deep":[79],"neural":[80],"networks":[81],"based":[82],"classifiers":[83],"detectors":[85],"perform":[87],"automatic":[88,141],"image-based":[89],"condition":[90],"monitoring":[91],"for":[92,178],"Given":[96],"random":[98],"tower,":[104],"our":[105,193,204],"proposed":[106],"will":[108,128,144,161,181],"first":[109],"location":[112],"image":[115],"structure":[118],"via":[119],"trained":[121],"zone":[122],"classifier.":[123],"Then,":[124],"fine-grain":[125],"be":[129,145,182],"performed":[130],"both":[132],"fasteners":[133],"structural":[135],"members,":[136],"respectively.":[137],"addition,":[139],"an":[140],"zoomin":[142],"functionality":[143],"applied":[146],"which":[149],"have":[150],"high":[151],"resolution":[152],"but":[153],"long":[156],"distance":[157],"away.":[158],"This":[159],"step":[160],"detection":[164],"performance":[165],"small":[167],"objects":[168],"tower.":[171],"Finally,":[172],"overall":[174],"status":[176],"report":[177],"tower":[180,209],"calculated":[183],"generated":[185],"automatically.":[186],"Additionally,":[187],"released":[189],"subset":[191],"data":[194],"contribute":[196],"novel":[199],"direction.":[200],"Experiments":[201],"show":[202],"that":[203],"assess":[207],"efficiently.":[210]},"counts_by_year":[{"year":2024,"cited_by_count":1},{"year":2022,"cited_by_count":1},{"year":2021,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}