{"id":"https://openalex.org/W4377968431","doi":"https://doi.org/10.1109/icps58381.2023.10128067","title":"A StyleGAN3-Based Data Augmentation Method for Ceramic Defect Detection","display_name":"A StyleGAN3-Based Data Augmentation Method for Ceramic Defect Detection","publication_year":2023,"publication_date":"2023-05-08","ids":{"openalex":"https://openalex.org/W4377968431","doi":"https://doi.org/10.1109/icps58381.2023.10128067"},"language":"en","primary_location":{"id":"doi:10.1109/icps58381.2023.10128067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps58381.2023.10128067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems (ICPS)","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/A5113002857","display_name":"Huimin Ou","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huimin Ou","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5013007709","display_name":"Jianqi An","orcid":"https://orcid.org/0000-0002-4783-5289"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianqi An","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5075761294","display_name":"Xing-ao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing-ao Wang","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101205647","display_name":"Jianru Xiong","orcid":null},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianru Xiong","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100363116","display_name":"Xin Chen","orcid":"https://orcid.org/0000-0003-1950-2468"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xin Chen","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100654506","display_name":"Qingyi Wang","orcid":"https://orcid.org/0000-0003-3013-5267"},"institutions":[{"id":"https://openalex.org/I1327237609","display_name":"Ministry of Education of the People's Republic of China","ror":"https://ror.org/01mv9t934","country_code":"CN","type":"government","lineage":["https://openalex.org/I1327237609","https://openalex.org/I4210127390"]},{"id":"https://openalex.org/I3124059619","display_name":"China University of Geosciences","ror":"https://ror.org/04gcegc37","country_code":"CN","type":"education","lineage":["https://openalex.org/I3124059619"]},{"id":"https://openalex.org/I4210094879","display_name":"Shandong Institute of Automation","ror":"https://ror.org/00qdtba35","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210094879","https://openalex.org/I4210142748"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingyi Wang","raw_affiliation_strings":["School of Automation, China University of Geosciences,Wuhan,China,430074","Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation, China University of Geosciences,Wuhan,China,430074","institution_ids":["https://openalex.org/I3124059619"]},{"raw_affiliation_string":"Engineering Research Center of Intelligent Technology for Geo-Exploration, Ministry of Education, Wuhan, China","institution_ids":["https://openalex.org/I1327237609"]},{"raw_affiliation_string":"Hubei Key Laboratory of Advanced Control and Intelligent Automation for Complex Systems, Wuhan, China","institution_ids":["https://openalex.org/I4210094879"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.2246,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.48817574,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9994999766349792,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.991100013256073,"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/T10775","display_name":"Generative Adversarial Networks and Image Synthesis","score":0.9851999878883362,"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/ceramic","display_name":"Ceramic","score":0.7199817895889282},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6192790269851685},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.580547571182251},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4937165677547455},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.47964364290237427},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45124363899230957},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.4205594062805176},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34775233268737793},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3401867151260376},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.2559487223625183},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08631205558776855},{"id":"https://openalex.org/keywords/statistics","display_name":"Statistics","score":0.07427898049354553},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.07376489043235779}],"concepts":[{"id":"https://openalex.org/C134132462","wikidata":"https://www.wikidata.org/wiki/Q45621","display_name":"Ceramic","level":2,"score":0.7199817895889282},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6192790269851685},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.580547571182251},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4937165677547455},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.47964364290237427},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45124363899230957},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.4205594062805176},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34775233268737793},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3401867151260376},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.2559487223625183},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08631205558776855},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.07427898049354553},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.07376489043235779},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icps58381.2023.10128067","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icps58381.2023.10128067","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE 6th International Conference on Industrial Cyber-Physical Systems (ICPS)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4445479080","display_name":null,"funder_award_id":"61973287","funder_id":"https://openalex.org/F4320320997","funder_display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo"}],"funders":[{"id":"https://openalex.org/F4320320997","display_name":"Funda\u00e7\u00e3o de Amparo \u00e0 Pesquisa do Estado de S\u00e3o Paulo","ror":"https://ror.org/02ddkpn78"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":30,"referenced_works":["https://openalex.org/W2768955070","https://openalex.org/W2891336752","https://openalex.org/W2892030443","https://openalex.org/W2902856291","https://openalex.org/W2905065306","https://openalex.org/W2907889255","https://openalex.org/W2962770929","https://openalex.org/W2973272210","https://openalex.org/W2978896230","https://openalex.org/W2979510857","https://openalex.org/W3018757597","https://openalex.org/W3034720584","https://openalex.org/W3035574324","https://openalex.org/W3106250896","https://openalex.org/W3174807077","https://openalex.org/W4221055893","https://openalex.org/W4225700112","https://openalex.org/W4285814583","https://openalex.org/W4287887367","https://openalex.org/W4293584584","https://openalex.org/W4301206121","https://openalex.org/W6745497189","https://openalex.org/W6750227808","https://openalex.org/W6758506668","https://openalex.org/W6765779288","https://openalex.org/W6769035286","https://openalex.org/W6777046832","https://openalex.org/W6779093361","https://openalex.org/W6785652829","https://openalex.org/W6797179183"],"related_works":["https://openalex.org/W4375867731","https://openalex.org/W2611989081","https://openalex.org/W2186048469","https://openalex.org/W4205087567","https://openalex.org/W4230611425","https://openalex.org/W2731899572","https://openalex.org/W4245808414","https://openalex.org/W4304166257","https://openalex.org/W4380075502","https://openalex.org/W3000197790"],"abstract_inverted_index":{"Deep":[0],"learning":[1,34,38],"is":[2,29],"currently":[3],"the":[4,22,63,85,88],"mainstream":[5],"method":[6,47,71],"for":[7,48],"ceramic":[8,49,57],"defect":[9,18,27,50,58],"detection,":[10],"and":[11,32,60,82],"it":[12],"requires":[13],"a":[14,43,77],"large":[15],"number":[16],"of":[17,87],"samples":[19,28,59],"to":[20],"train":[21],"network.":[23,90],"However,":[24],"collecting":[25],"these":[26],"very":[30],"time-consuming":[31],"deep":[33],"suffers":[35],"from":[36],"few-shot":[37],"problems.":[39],"In":[40],"this":[41],"study,":[42],"StyleGAN3-based":[44],"data":[45,64],"augmentation":[46],"detection":[51,89],"was":[52],"proposed":[53],"which":[54],"can":[55,83],"generate":[56],"thus":[61],"reduce":[62],"collection":[65],"work.":[66],"Experiments":[67],"show":[68],"that":[69],"our":[70],"uses":[72],"less":[73],"training":[74,80],"time,":[75],"has":[76],"more":[78],"stable":[79],"process,":[81],"improve":[84],"accuracy":[86]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}