{"id":"https://openalex.org/W4286306542","doi":"https://doi.org/10.23919/ascc56756.2022.9828054","title":"Patch Variational Autoencoder-based Industrial Defect Detection","display_name":"Patch Variational Autoencoder-based Industrial Defect Detection","publication_year":2022,"publication_date":"2022-05-04","ids":{"openalex":"https://openalex.org/W4286306542","doi":"https://doi.org/10.23919/ascc56756.2022.9828054"},"language":"en","primary_location":{"id":"doi:10.23919/ascc56756.2022.9828054","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828054","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"2022 13th Asian Control Conference (ASCC)","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/A5001935213","display_name":"Yanqing Yang","orcid":"https://orcid.org/0009-0006-9175-2137"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":true,"raw_author_name":"Yanqing Yang","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065039433","display_name":"Jianxu Mao","orcid":"https://orcid.org/0000-0003-2267-5415"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Jianxu Mao","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025640070","display_name":"Yaonan Wang","orcid":"https://orcid.org/0000-0002-0519-6458"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yaonan Wang","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100323420","display_name":"Hui Zhang","orcid":"https://orcid.org/0000-0002-1803-3148"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059935330","display_name":"Xianen Zhou","orcid":"https://orcid.org/0000-0001-6115-1310"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Xianen Zhou","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100652867","display_name":"Yurong Chen","orcid":"https://orcid.org/0000-0002-6171-4555"},"institutions":[{"id":"https://openalex.org/I4210151473","display_name":"Robotic Technology (United States)","ror":"https://ror.org/05xp03991","country_code":"US","type":"company","lineage":["https://openalex.org/I4210151473"]},{"id":"https://openalex.org/I16609230","display_name":"Hunan University","ror":"https://ror.org/05htk5m33","country_code":"CN","type":"education","lineage":["https://openalex.org/I16609230"]}],"countries":["CN","US"],"is_corresponding":false,"raw_author_name":"Yurong Chen","raw_affiliation_strings":["Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China"],"affiliations":[{"raw_affiliation_string":"Hunan University,National Engineering Research Center of Robot Vision Perception and Control Technology,Changsha,China","institution_ids":["https://openalex.org/I4210151473"]},{"raw_affiliation_string":"National Engineering Research Center of Robot Vision Perception and Control Technology, Hunan University, Changsha, China","institution_ids":["https://openalex.org/I16609230"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5001935213"],"corresponding_institution_ids":["https://openalex.org/I16609230","https://openalex.org/I4210151473"],"apc_list":null,"apc_paid":null,"fwci":0.2078,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.39495798,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"674","last_page":"677"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9995999932289124,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9596999883651733,"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"}},{"id":"https://openalex.org/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9567000269889832,"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/autoencoder","display_name":"Autoencoder","score":0.9185316562652588},{"id":"https://openalex.org/keywords/anomaly-detection","display_name":"Anomaly detection","score":0.6643285155296326},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5566648244857788},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5462349653244019},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5406659841537476},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4978606700897217},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.4335469603538513},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4265161454677582},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.4262276291847229},{"id":"https://openalex.org/keywords/anomaly","display_name":"Anomaly (physics)","score":0.42542314529418945},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.34373295307159424},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.33023136854171753},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.30764317512512207},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.22068488597869873}],"concepts":[{"id":"https://openalex.org/C101738243","wikidata":"https://www.wikidata.org/wiki/Q786435","display_name":"Autoencoder","level":3,"score":0.9185316562652588},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6643285155296326},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5566648244857788},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5462349653244019},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5406659841537476},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4978606700897217},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.4335469603538513},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4265161454677582},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.4262276291847229},{"id":"https://openalex.org/C12997251","wikidata":"https://www.wikidata.org/wiki/Q567560","display_name":"Anomaly (physics)","level":2,"score":0.42542314529418945},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.34373295307159424},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.33023136854171753},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.30764317512512207},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.22068488597869873},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C26873012","wikidata":"https://www.wikidata.org/wiki/Q214781","display_name":"Condensed matter physics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.23919/ascc56756.2022.9828054","is_oa":false,"landing_page_url":"https://doi.org/10.23919/ascc56756.2022.9828054","pdf_url":null,"source":{"id":"https://openalex.org/S4363607827","display_name":"2022 13th Asian Control Conference (ASCC)","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":"2022 13th Asian Control Conference (ASCC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.6100000143051147,"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"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":26,"referenced_works":["https://openalex.org/W1959608418","https://openalex.org/W2100495367","https://openalex.org/W2132870739","https://openalex.org/W2321533354","https://openalex.org/W2599354622","https://openalex.org/W2787947370","https://openalex.org/W2803674491","https://openalex.org/W2948982773","https://openalex.org/W2963746531","https://openalex.org/W2967610771","https://openalex.org/W2987793235","https://openalex.org/W2990196297","https://openalex.org/W2990988059","https://openalex.org/W3007048760","https://openalex.org/W3082435965","https://openalex.org/W3107147681","https://openalex.org/W3162605107","https://openalex.org/W3173345775","https://openalex.org/W4287869122","https://openalex.org/W6640963894","https://openalex.org/W6745535286","https://openalex.org/W6748495906","https://openalex.org/W6751866786","https://openalex.org/W6770441372","https://openalex.org/W6770638666","https://openalex.org/W6771530079"],"related_works":["https://openalex.org/W3186512740","https://openalex.org/W3194885736","https://openalex.org/W4363671829","https://openalex.org/W2806741695","https://openalex.org/W4290647774","https://openalex.org/W3189286258","https://openalex.org/W3207797160","https://openalex.org/W3210364259","https://openalex.org/W4300558037","https://openalex.org/W2912112202"],"abstract_inverted_index":{"Anomaly":[0],"detection":[1],"occupies":[2],"an":[3],"important":[4],"position":[5],"in":[6,25],"the":[7,22,32,35,45,49,55,79,82,93,102],"field":[8],"of":[9,21,31,81],"industrial":[10],"automation":[11],"and":[12,44],"manufacturing":[13],"intelligence.":[14],"This":[15],"paper":[16],"aims":[17],"to":[18,77,91],"alleviate":[19],"two":[20],"inherent":[23],"problems":[24,33],"variational":[26,65],"inference-based":[27],"anomaly":[28],"analysis.":[29],"One":[30],"is":[34,42,48,72,75,97],"information":[36],"obtained":[37],"from":[38],"prior":[39],"latent":[40,83],"distribution":[41],"limited,":[43],"other":[46],"one":[47],"feature":[50],"collapse":[51],"phenomenon":[52],"caused":[53],"by":[54],"strong":[56],"probability":[57],"distance":[58],"notion.":[59],"In":[60],"this":[61],"paper,":[62],"a":[63,88,98],"patch":[64],"autoencoder":[66],"architecture":[67],"with":[68],"jigsaw":[69],"puzzle":[70],"solving":[71],"proposed,":[73],"which":[74],"able":[76],"increase":[78],"expressiveness":[80],"manifold.":[84],"And":[85],"we":[86],"introduce":[87],"sliced-Wasserstein":[89],"measure":[90],"solve":[92],"second":[94],"problem.":[95],"There":[96],"superior":[99],"performance":[100],"on":[101],"MVTec":[103],"AD":[104],"datasets.":[105]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
