{"id":"https://openalex.org/W4410226874","doi":"https://doi.org/10.1109/tim.2025.3566839","title":"LSDC-RC-RAPID: An Improved Probabilistic Reconstruction Approach for Pipeline Corrosion Detection With UGWT","display_name":"LSDC-RC-RAPID: An Improved Probabilistic Reconstruction Approach for Pipeline Corrosion Detection With UGWT","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410226874","doi":"https://doi.org/10.1109/tim.2025.3566839"},"language":"en","primary_location":{"id":"doi:10.1109/tim.2025.3566839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3566839","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-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/A5011219898","display_name":"Jiatong Ling","orcid":"https://orcid.org/0000-0001-7914-950X"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA"],"is_corresponding":true,"raw_author_name":"Jiatong Ling","raw_affiliation_strings":["School of Engineering, The University of British Columbia, Kelowna, BC, Canada","School of Engineering, University of British Columbia, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of British Columbia, Kelowna, BC, Canada","institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]},{"raw_affiliation_string":"School of Engineering, University of British Columbia, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5090310509","display_name":"Rakiba Rayhana","orcid":"https://orcid.org/0000-0002-1512-4335"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Rakiba Rayhana","raw_affiliation_strings":["School of Engineering, The University of British Columbia, Kelowna, BC, Canada","School of Engineering, University of British Columbia, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of British Columbia, Kelowna, BC, Canada","institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]},{"raw_affiliation_string":"School of Engineering, University of British Columbia, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100423697","display_name":"Zheng Liu","orcid":"https://orcid.org/0000-0002-7241-3483"},"institutions":[{"id":"https://openalex.org/I141945490","display_name":"University of British Columbia","ror":"https://ror.org/03rmrcq20","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490"]},{"id":"https://openalex.org/I4405260628","display_name":"University of British Columbia, Okanagan Campus","ror":"https://ror.org/04241wz75","country_code":"CA","type":"education","lineage":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Zheng Liu","raw_affiliation_strings":["School of Engineering, The University of British Columbia, Kelowna, BC, Canada","School of Engineering, University of British Columbia, BC, Canada"],"affiliations":[{"raw_affiliation_string":"School of Engineering, The University of British Columbia, Kelowna, BC, Canada","institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"]},{"raw_affiliation_string":"School of Engineering, University of British Columbia, BC, Canada","institution_ids":["https://openalex.org/I141945490"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100562126","display_name":"Min Liao","orcid":"https://orcid.org/0000-0002-2487-2482"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Min Liao","raw_affiliation_strings":["National Research Council of Canada, Ottawa, ON, Canada","National Research Council of Canada, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council of Canada, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210159778"]},{"raw_affiliation_string":"National Research Council of Canada, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079634540","display_name":"Chunsheng Yang","orcid":"https://orcid.org/0000-0003-3043-5622"},"institutions":[{"id":"https://openalex.org/I4210159778","display_name":"National Research Council Canada","ror":"https://ror.org/04mte1k06","country_code":"CA","type":"government","lineage":["https://openalex.org/I4210159778"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Chunsheng Yang","raw_affiliation_strings":["National Research Council of Canada, Ottawa, ON, Canada","National Research Council of Canada, Canada"],"affiliations":[{"raw_affiliation_string":"National Research Council of Canada, Ottawa, ON, Canada","institution_ids":["https://openalex.org/I4210159778"]},{"raw_affiliation_string":"National Research Council of Canada, Canada","institution_ids":["https://openalex.org/I4210159778"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5097111714","display_name":"Andreas Schnabel","orcid":"https://orcid.org/0000-0001-6944-0934"},"institutions":[{"id":"https://openalex.org/I4210145959","display_name":"Fraunhofer Institute for Ceramic Technologies and Systems","ror":"https://ror.org/0448sak71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210145959","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Andreas Schnabel","raw_affiliation_strings":["Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","IKTS Fraunhofer, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","institution_ids":["https://openalex.org/I4210145959"]},{"raw_affiliation_string":"IKTS Fraunhofer, Germany","institution_ids":["https://openalex.org/I4210145959"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042538942","display_name":"Robert Neubeck","orcid":"https://orcid.org/0000-0001-5876-081X"},"institutions":[{"id":"https://openalex.org/I4210145959","display_name":"Fraunhofer Institute for Ceramic Technologies and Systems","ror":"https://ror.org/0448sak71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210145959","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert Neubeck","raw_affiliation_strings":["Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","IKTS Fraunhofer, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","institution_ids":["https://openalex.org/I4210145959"]},{"raw_affiliation_string":"IKTS Fraunhofer, Germany","institution_ids":["https://openalex.org/I4210145959"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007543255","display_name":"Christian Wunderlich","orcid":"https://orcid.org/0000-0003-2066-5547"},"institutions":[{"id":"https://openalex.org/I4210145959","display_name":"Fraunhofer Institute for Ceramic Technologies and Systems","ror":"https://ror.org/0448sak71","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210145959","https://openalex.org/I4923324"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Christian Wunderlich","raw_affiliation_strings":["Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","IKTS Fraunhofer, Germany"],"affiliations":[{"raw_affiliation_string":"Fraunhofer Institute for Ceramic Technologies and Systems (IKTS), Dresden, Germany","institution_ids":["https://openalex.org/I4210145959"]},{"raw_affiliation_string":"IKTS Fraunhofer, Germany","institution_ids":["https://openalex.org/I4210145959"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5011219898"],"corresponding_institution_ids":["https://openalex.org/I141945490","https://openalex.org/I4405260628"],"apc_list":null,"apc_paid":null,"fwci":1.4303,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.79639242,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"74","issue":null,"first_page":"1","last_page":"11"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2210","display_name":"Mechanical 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/T11609","display_name":"Geophysical Methods and Applications","score":0.9843000173568726,"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"}},{"id":"https://openalex.org/T10662","display_name":"Ultrasonics and Acoustic Wave Propagation","score":0.9825000166893005,"subfield":{"id":"https://openalex.org/subfields/2211","display_name":"Mechanics of Materials"},"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/probabilistic-logic","display_name":"Probabilistic logic","score":0.7153521776199341},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.7061097025871277},{"id":"https://openalex.org/keywords/corrosion","display_name":"Corrosion","score":0.6935228109359741},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4356994032859802},{"id":"https://openalex.org/keywords/pipeline-transport","display_name":"Pipeline transport","score":0.43445029854774475},{"id":"https://openalex.org/keywords/reliability-engineering","display_name":"Reliability engineering","score":0.37069135904312134},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3637879490852356},{"id":"https://openalex.org/keywords/forensic-engineering","display_name":"Forensic engineering","score":0.3311072885990143},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.30427539348602295},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.2450917363166809},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.17754819989204407},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.13988274335861206},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.07476037740707397}],"concepts":[{"id":"https://openalex.org/C49937458","wikidata":"https://www.wikidata.org/wiki/Q2599292","display_name":"Probabilistic logic","level":2,"score":0.7153521776199341},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.7061097025871277},{"id":"https://openalex.org/C20625102","wikidata":"https://www.wikidata.org/wiki/Q137056","display_name":"Corrosion","level":2,"score":0.6935228109359741},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4356994032859802},{"id":"https://openalex.org/C175309249","wikidata":"https://www.wikidata.org/wiki/Q725864","display_name":"Pipeline transport","level":2,"score":0.43445029854774475},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.37069135904312134},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3637879490852356},{"id":"https://openalex.org/C77595967","wikidata":"https://www.wikidata.org/wiki/Q3151013","display_name":"Forensic engineering","level":1,"score":0.3311072885990143},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.30427539348602295},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2450917363166809},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.17754819989204407},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.13988274335861206},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.07476037740707397}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/tim.2025.3566839","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tim.2025.3566839","pdf_url":null,"source":{"id":"https://openalex.org/S10892749","display_name":"IEEE Transactions on Instrumentation and Measurement","issn_l":"0018-9456","issn":["0018-9456","1557-9662"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Instrumentation and Measurement","raw_type":"journal-article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/489470","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/489470","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W613406901","https://openalex.org/W1573763729","https://openalex.org/W2002356142","https://openalex.org/W2008579543","https://openalex.org/W2016402278","https://openalex.org/W2024379370","https://openalex.org/W2027826648","https://openalex.org/W2030509934","https://openalex.org/W2042799379","https://openalex.org/W2043901431","https://openalex.org/W2045876071","https://openalex.org/W2046497434","https://openalex.org/W2054313239","https://openalex.org/W2059447417","https://openalex.org/W2067130301","https://openalex.org/W2079558277","https://openalex.org/W2094322483","https://openalex.org/W2168128704","https://openalex.org/W2768455803","https://openalex.org/W2900748014","https://openalex.org/W2905388522","https://openalex.org/W2937924703","https://openalex.org/W2988577022","https://openalex.org/W3003596746","https://openalex.org/W3023783831","https://openalex.org/W3034300189","https://openalex.org/W3048541907","https://openalex.org/W3099363068","https://openalex.org/W3126594837","https://openalex.org/W3164506400","https://openalex.org/W3169897425","https://openalex.org/W3170639305","https://openalex.org/W4296339370","https://openalex.org/W4391974618","https://openalex.org/W4396780954","https://openalex.org/W6727689064"],"related_works":["https://openalex.org/W4380433113","https://openalex.org/W2374537942","https://openalex.org/W4386072068","https://openalex.org/W2390529043","https://openalex.org/W2378320433","https://openalex.org/W2358343511","https://openalex.org/W2071821326","https://openalex.org/W2051877971","https://openalex.org/W1970117064","https://openalex.org/W1787170397"],"abstract_inverted_index":{"Corrosion":[0,21],"is":[1,40,181,186,202],"an":[2,161,235],"irreversible":[3],"form":[4],"of":[5,15,26,56,103,109],"damage":[6,22,75,180,193],"to":[7,12,35,42,51,70,106,121,133,151,177,188,192,204],"pipe":[8],"materials,":[9],"which":[10,129],"leads":[11],"the":[13,24,53,57,97,110,116,190,200,206,214,227,230],"degradation":[14],"their":[16],"mechanical":[17],"and":[18,46,72,84,173,229,240],"chemical":[19],"properties.":[20],"reduces":[23],"lifespan":[25],"materials":[27],"and,":[28],"in":[29],"some":[30],"cases,":[31],"can":[32],"even":[33],"lead":[34],"catastrophic":[36],"failures.":[37],"Therefore,":[38],"it":[39,140,149],"essential":[41],"detect":[43,71],"corrosion":[44,74,219],"damages":[45],"develop":[47],"effective":[48],"preventative":[49],"measures":[50],"maintain":[52],"structural":[54],"integrity":[55],"pipelines.":[58],"In":[59,138],"recent":[60],"times,":[61],"ultrasonic":[62],"guided":[63,90],"wave":[64,91],"testing":[65],"techniques":[66],"have":[67],"been":[68],"employed":[69,187],"monitor":[73],"as":[76],"they":[77],"are":[78,93],"useful":[79],"for":[80,100,144],"scanning":[81],"large":[82],"areas":[83],"conducting":[85],"tomographic":[86],"analyses.":[87],"The":[88,184,209],"obtained":[89],"signals":[92],"then":[94],"analyzed":[95],"using":[96],"Reconstruction":[98],"Algorithm":[99],"Probabilistic":[101],"Inspection":[102],"Damage":[104],"(RAPID)":[105],"obtain":[107],"imaging":[108],"damages.":[111],"However,":[112],"conventional":[113],"RAPID":[114],"assigns":[115],"same":[117],"signal":[118,136,146,169,197,207],"difference":[119,170],"coefficient":[120,171,175],"all":[122,243],"reconstruction":[123],"points":[124],"along":[125],"a":[126,142,167,223],"sensing":[127],"path,":[128],"limits":[130],"its":[131],"ability":[132],"capture":[134],"localized":[135,196],"variations.":[137],"addition,":[139],"lacks":[141],"mechanism":[143],"evaluating":[145],"reliability,":[147],"making":[148],"prone":[150],"false":[152],"positives":[153],"caused":[154],"by":[155,165,194],"noise.":[156],"Thus,":[157],"this":[158],"paper":[159],"proposes":[160],"improved":[162],"RAPID-based":[163],"algorithm":[164],"employing":[166],"local":[168],"(LSDC)":[172],"reliability":[174],"(RC)":[176],"ensure":[178],"that":[179,213],"accurately":[182,217],"detected.":[183],"LSDC":[185],"enhance":[189],"sensitivity":[191],"capturing":[195],"variations,":[198],"while":[199],"RC":[201],"developed":[203],"weigh":[205],"reliability.":[208],"experimental":[210],"results":[211],"demonstrate":[212],"proposed":[215],"method":[216],"predicts":[218],"locations.":[220],"It":[221],"maintained":[222],"strong":[224],"overlap":[225],"between":[226,238],"predicted":[228],"actual":[231],"defect":[232],"locations,":[233],"with":[234],"overlapping":[236],"rate":[237],"73.02%":[239],"79.43%":[241],"throughout":[242],"cycles.":[244]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
