{"id":"https://openalex.org/W4312793576","doi":"https://doi.org/10.1109/igarss46834.2022.9884390","title":"FZC: An Unsupervised Method for 3D Fracture Representation and Recognition in Well Logging","display_name":"FZC: An Unsupervised Method for 3D Fracture Representation and Recognition in Well Logging","publication_year":2022,"publication_date":"2022-07-17","ids":{"openalex":"https://openalex.org/W4312793576","doi":"https://doi.org/10.1109/igarss46834.2022.9884390"},"language":"en","primary_location":{"id":"doi:10.1109/igarss46834.2022.9884390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884390","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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/A5100441819","display_name":"Wei Zhang","orcid":"https://orcid.org/0009-0004-8236-1527"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Wei Zhang","raw_affiliation_strings":["School of Automation Engineering, UESTC"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100344732","display_name":"\u0416\u0438\u043f\u0435\u043d\u0433 \u041b\u0438","orcid":"https://orcid.org/0000-0002-0415-087X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhipeng Li","raw_affiliation_strings":["School of Automation Engineering, UESTC"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5020162725","display_name":"Ao Qiu","orcid":"https://orcid.org/0000-0002-1433-2415"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ao Qiu","raw_affiliation_strings":["School of Automation Engineering, UESTC","Welltech Research and Design Institute of China Oilfield Services Co"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Welltech Research and Design Institute of China Oilfield Services Co","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007314095","display_name":"Yao Cheng","orcid":"https://orcid.org/0000-0003-0246-4127"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yao Cheng","raw_affiliation_strings":["School of Information and Software Engineering, UESTC"],"affiliations":[{"raw_affiliation_string":"School of Information and Software Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100327227","display_name":"Shiyuan Liu","orcid":"https://orcid.org/0000-0002-0756-1439"},"institutions":[{"id":"https://openalex.org/I867661903","display_name":"City of Glasgow College","ror":"https://ror.org/0403kv531","country_code":"GB","type":"education","lineage":["https://openalex.org/I867661903"]},{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Shiyuan Liu","raw_affiliation_strings":["Glasgow College, UESTC"],"affiliations":[{"raw_affiliation_string":"Glasgow College, UESTC","institution_ids":["https://openalex.org/I867661903","https://openalex.org/I150229711"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054962675","display_name":"Tianrhi Jiang","orcid":null},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]},{"id":"https://openalex.org/I4210131298","display_name":"Design Science (United Kingdom)","ror":"https://ror.org/03bjdat74","country_code":"GB","type":"company","lineage":["https://openalex.org/I4210131298"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Tianrhi Jiang","raw_affiliation_strings":["School of Automation Engineering, UESTC","Science and Technology on Reactor System Design Technology Laboratory, NPIC"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]},{"raw_affiliation_string":"Science and Technology on Reactor System Design Technology Laboratory, NPIC","institution_ids":["https://openalex.org/I4210131298"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100382136","display_name":"Yanjun Li","orcid":"https://orcid.org/0000-0003-3971-9795"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanjun Li","raw_affiliation_strings":["School of Automation Engineering, UESTC"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5020632770","display_name":"Yibing Shi","orcid":"https://orcid.org/0000-0002-6521-972X"},"institutions":[{"id":"https://openalex.org/I150229711","display_name":"University of Electronic Science and Technology of China","ror":"https://ror.org/04qr3zq92","country_code":"CN","type":"education","lineage":["https://openalex.org/I150229711"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yibing Shi","raw_affiliation_strings":["School of Automation Engineering, UESTC"],"affiliations":[{"raw_affiliation_string":"School of Automation Engineering, UESTC","institution_ids":["https://openalex.org/I150229711"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":8,"corresponding_author_ids":["https://openalex.org/A5100441819"],"corresponding_institution_ids":["https://openalex.org/I150229711"],"apc_list":null,"apc_paid":null,"fwci":0.5715,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.65891473,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"57","issue":null,"first_page":"3099","last_page":"3102"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9976999759674072,"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":0.9976999759674072,"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/T10892","display_name":"Drilling and Well Engineering","score":0.9933000206947327,"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/T11211","display_name":"3D Surveying and Cultural Heritage","score":0.992900013923645,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/borehole","display_name":"Borehole","score":0.8076947927474976},{"id":"https://openalex.org/keywords/point-cloud","display_name":"Point cloud","score":0.7773122191429138},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6414273977279663},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.6201385259628296},{"id":"https://openalex.org/keywords/fracture","display_name":"Fracture (geology)","score":0.6082984805107117},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.583453893661499},{"id":"https://openalex.org/keywords/point","display_name":"Point (geometry)","score":0.5364993214607239},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.4908364415168762},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47293877601623535},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.44172191619873047},{"id":"https://openalex.org/keywords/well-logging","display_name":"Well logging","score":0.42622971534729004},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.35107529163360596},{"id":"https://openalex.org/keywords/petroleum-engineering","display_name":"Petroleum engineering","score":0.32183748483657837},{"id":"https://openalex.org/keywords/geotechnical-engineering","display_name":"Geotechnical engineering","score":0.17828765511512756},{"id":"https://openalex.org/keywords/geometry","display_name":"Geometry","score":0.08753785490989685},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.0853235125541687}],"concepts":[{"id":"https://openalex.org/C150560799","wikidata":"https://www.wikidata.org/wiki/Q502102","display_name":"Borehole","level":2,"score":0.8076947927474976},{"id":"https://openalex.org/C131979681","wikidata":"https://www.wikidata.org/wiki/Q1899648","display_name":"Point cloud","level":2,"score":0.7773122191429138},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6414273977279663},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.6201385259628296},{"id":"https://openalex.org/C43369102","wikidata":"https://www.wikidata.org/wiki/Q2307625","display_name":"Fracture (geology)","level":2,"score":0.6082984805107117},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.583453893661499},{"id":"https://openalex.org/C28719098","wikidata":"https://www.wikidata.org/wiki/Q44946","display_name":"Point (geometry)","level":2,"score":0.5364993214607239},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.4908364415168762},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47293877601623535},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44172191619873047},{"id":"https://openalex.org/C35817400","wikidata":"https://www.wikidata.org/wiki/Q2383566","display_name":"Well logging","level":2,"score":0.42622971534729004},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.35107529163360596},{"id":"https://openalex.org/C78762247","wikidata":"https://www.wikidata.org/wiki/Q1273174","display_name":"Petroleum engineering","level":1,"score":0.32183748483657837},{"id":"https://openalex.org/C187320778","wikidata":"https://www.wikidata.org/wiki/Q1349130","display_name":"Geotechnical engineering","level":1,"score":0.17828765511512756},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.08753785490989685},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0853235125541687},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/igarss46834.2022.9884390","is_oa":false,"landing_page_url":"https://doi.org/10.1109/igarss46834.2022.9884390","pdf_url":null,"source":{"id":"https://openalex.org/S4363604196","display_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","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":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G6173460034","display_name":null,"funder_award_id":"CNOOC-KJ ZDHXJSGG YF 2019-02","funder_id":"https://openalex.org/F4320322143","funder_display_name":"China National Offshore Oil Corporation"}],"funders":[{"id":"https://openalex.org/F4320322143","display_name":"China National Offshore Oil Corporation","ror":"https://ror.org/054dq0621"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W1999725266","https://openalex.org/W2560609797","https://openalex.org/W2581806351","https://openalex.org/W2775371664","https://openalex.org/W2979396152","https://openalex.org/W3132909514","https://openalex.org/W3158546727","https://openalex.org/W3206842653","https://openalex.org/W4200015542","https://openalex.org/W4298238922","https://openalex.org/W6763422710"],"related_works":["https://openalex.org/W2335332292","https://openalex.org/W4240673914","https://openalex.org/W178457787","https://openalex.org/W160264426","https://openalex.org/W1911825747","https://openalex.org/W2746454504","https://openalex.org/W1548487869","https://openalex.org/W2373774187","https://openalex.org/W2314696458","https://openalex.org/W2384137562"],"abstract_inverted_index":{"The":[0],"recognition":[1,95],"and":[2,11,15,31,42,138],"representation":[3,34],"of":[4,39,62,109,118],"natural":[5],"fractures":[6],"are":[7],"essential":[8],"since":[9],"oil":[10,79],"gas":[12],"can":[13,128],"gather":[14],"flow":[16],"through":[17],"naturally":[18],"fractured":[19,85],"zones":[20,50,86,136],"in":[21,51],"the":[22,52,58,63,77,84,97,107,114,125,130],"stratum.":[23],"This":[24],"paper":[25],"aims":[26],"to":[27,47,75,92,104,134],"give":[28],"an":[29,44,68,101,119],"intuitive":[30],"precise":[32],"fracture":[33,49,94,135],"by":[35,67],"three-dimensional":[36],"(3D)":[37],"models":[38],"borehole":[40,54,64],"walls":[41],"proposes":[43],"unsupervised":[45,102],"method":[46,89,127],"segment":[48],"3D":[53,59],"wall":[55],"models.":[56],"First,":[57],"point":[60,131],"cloud":[61,132],"walls,":[65],"obtained":[66],"ultrasonic":[69],"imaging":[70],"logging":[71,116],"system,":[72],"is":[73,90],"built":[74],"reveal":[76],"actual":[78,120],"wells'":[80],"structures":[81],"intuitively.":[82],"Subsequently,":[83],"clustering":[87],"(FZC)":[88],"proposed":[91,126],"implement":[93],"using":[96],"density-based":[98],"spatial":[99],"clustering,":[100],"approach":[103],"deal":[105],"with":[106],"shortage":[108],"annotated":[110],"labels.":[111],"Experiments":[112],"on":[113],"well":[115,122],"data":[117],"production":[121],"demonstrate":[123],"that":[124],"identify":[129],"corresponding":[133],"effectively":[137],"accurately.":[139]},"counts_by_year":[{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
