{"id":"https://openalex.org/W4381744579","doi":"https://doi.org/10.1109/cscwd57460.2023.10152590","title":"A Defect Detection Method Based on Parallel Multiple AutoEncoders","display_name":"A Defect Detection Method Based on Parallel Multiple AutoEncoders","publication_year":2023,"publication_date":"2023-05-24","ids":{"openalex":"https://openalex.org/W4381744579","doi":"https://doi.org/10.1109/cscwd57460.2023.10152590"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd57460.2023.10152590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5091025093","display_name":"Yirong Wu","orcid":"https://orcid.org/0000-0003-3535-2033"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Yirong Wu","raw_affiliation_strings":["China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108894575","display_name":"Wenjing He","orcid":null},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenjing He","raw_affiliation_strings":["China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101994865","display_name":"Shuifa Sun","orcid":"https://orcid.org/0000-0001-5880-9927"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuifa Sun","raw_affiliation_strings":["China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002","institution_ids":["https://openalex.org/I161350542"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5084392541","display_name":"Tinglong Tang","orcid":"https://orcid.org/0000-0002-6301-3592"},"institutions":[{"id":"https://openalex.org/I161350542","display_name":"China Three Gorges University","ror":"https://ror.org/0419nfc77","country_code":"CN","type":"education","lineage":["https://openalex.org/I161350542"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tinglong Tang","raw_affiliation_strings":["China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002"],"affiliations":[{"raw_affiliation_string":"China Three Gorges University,Yichang Key Laboratory of Intelligent Medicine College of Computer and Information Technology,Hubei Key Laboratory of Intelligent Vision Based Monitoring for Hydroelectric Engineering,Yichang,P.R. China,443002","institution_ids":["https://openalex.org/I161350542"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5091025093"],"corresponding_institution_ids":["https://openalex.org/I161350542"],"apc_list":null,"apc_paid":null,"fwci":0.4153,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.66886516,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"545","last_page":"551"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9986000061035156,"subfield":{"id":"https://openalex.org/subfields/2209","display_name":"Industrial and Manufacturing 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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9753999710083008,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9641000032424927,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/autoencoder","display_name":"Autoencoder","score":0.8744750618934631},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7841523289680481},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.6441400647163391},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.6124226450920105},{"id":"https://openalex.org/keywords/encoding","display_name":"Encoding (memory)","score":0.5809513926506042},{"id":"https://openalex.org/keywords/stability","display_name":"Stability (learning theory)","score":0.5338619351387024},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4720098674297333},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.4525153636932373},{"id":"https://openalex.org/keywords/cls-upper-limits","display_name":"CLs upper limits","score":0.4192253053188324},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4074517488479614},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4060624837875366},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3456031084060669}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.8744750618934631},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7841523289680481},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.6441400647163391},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.6124226450920105},{"id":"https://openalex.org/C125411270","wikidata":"https://www.wikidata.org/wiki/Q18653","display_name":"Encoding (memory)","level":2,"score":0.5809513926506042},{"id":"https://openalex.org/C112972136","wikidata":"https://www.wikidata.org/wiki/Q7595718","display_name":"Stability (learning theory)","level":2,"score":0.5338619351387024},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4720098674297333},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.4525153636932373},{"id":"https://openalex.org/C190729725","wikidata":"https://www.wikidata.org/wiki/Q5012817","display_name":"CLs upper limits","level":2,"score":0.4192253053188324},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4074517488479614},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4060624837875366},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3456031084060669},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C119767625","wikidata":"https://www.wikidata.org/wiki/Q618211","display_name":"Optometry","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd57460.2023.10152590","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd57460.2023.10152590","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 26th International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6899999976158142,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2159052453","https://openalex.org/W3013693939","https://openalex.org/W2566616303","https://openalex.org/W3131327266","https://openalex.org/W4297051394","https://openalex.org/W4283822356","https://openalex.org/W1950940422","https://openalex.org/W2129146436","https://openalex.org/W2032507829","https://openalex.org/W2147282173"],"abstract_inverted_index":{"There":[0],"is":[1,45,48,86],"an":[2],"urgent":[3],"need":[4],"for":[5],"industrial":[6,33],"manufacturing":[7],"to":[8,14,71,88,103],"fully":[9],"integrate":[10],"with":[11,31,50,67,111],"emerging":[12],"technologies":[13],"build":[15],"enterprise":[16],"core":[17],"competitiveness.":[18],"Currently,":[19],"existing":[20],"methods":[21,114],"have":[22,76],"difficulty":[23],"meeting":[24],"the":[25,56,61,90,99,112,116,125,130],"high-precision":[26],"and":[27,78,95,107,119,129],"stability":[28],"practical":[29],"requirements":[30],"diversified":[32],"products.":[34],"In":[35],"this":[36],"study,":[37],"a":[38],"PMAE":[39,91],"(Parallel":[40],"Multiple":[41],"AutoEncoders,":[42],"PMAE)":[43],"model":[44],"proposed,":[46],"which":[47,97],"designed":[49],"parallel":[51,64],"multiple":[52,65],"encoders":[53,66],"based":[54],"on":[55,115],"AutoEncoder":[57],"framework.":[58],"It":[59],"uses":[60],"network":[62,92],"of":[63],"different":[68,134],"encoder":[69],"structures":[70],"obtain":[72],"latent":[73,101],"features":[74,102],"that":[75],"rich":[77],"precise":[79],"semantic":[80],"information.":[81],"A":[82],"consistency":[83],"objective":[84],"function":[85],"proposed":[87],"make":[89],"converge":[93],"stably":[94],"rapidly,":[96],"allows":[98],"aggregated":[100],"be":[104],"simultaneously":[105],"reconstructed":[106],"adaptively":[108],"classified.":[109],"Compared":[110],"state-of-the-art":[113],"NEU-CLS,":[117],"Data-Crack,":[118],"DAGM2007":[120],"datasets,":[121],"our":[122],"method":[123],"achieves":[124],"most":[126],"stable":[127],"performance":[128],"highest":[131],"accuracy":[132],"in":[133],"defect":[135],"detection":[136],"tasks.":[137]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
