{"id":"https://openalex.org/W4385948300","doi":"https://doi.org/10.1145/3608251.3608291","title":"Digital Defect Simulation-based Data Generation for Visual Quality Inspection","display_name":"Digital Defect Simulation-based Data Generation for Visual Quality Inspection","publication_year":2023,"publication_date":"2023-06-16","ids":{"openalex":"https://openalex.org/W4385948300","doi":"https://doi.org/10.1145/3608251.3608291"},"language":"en","primary_location":{"id":"doi:10.1145/3608251.3608291","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3608251.3608291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 The 15th International Conference on Computer Modeling and Simulation","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/A5101844171","display_name":"Xiaohui Wang","orcid":"https://orcid.org/0009-0008-5015-8806"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xiaohui Wang","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, China"],"raw_orcid":"https://orcid.org/0009-0008-5015-8806","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051731173","display_name":"Yulai Xie","orcid":"https://orcid.org/0000-0003-0764-6579"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yulai Xie","raw_affiliation_strings":["DT, Hitachi China Research Laboratory, China"],"raw_orcid":"https://orcid.org/0000-0003-0764-6579","affiliations":[{"raw_affiliation_string":"DT, Hitachi China Research Laboratory, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100354625","display_name":"Yang Zhang","orcid":"https://orcid.org/0000-0002-0523-8478"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Yang Zhang","raw_affiliation_strings":["DT, Hitachi China Research Laboratory, China"],"raw_orcid":"https://orcid.org/0000-0002-0523-8478","affiliations":[{"raw_affiliation_string":"DT, Hitachi China Research Laboratory, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111278925","display_name":"Xiaoning Pi","orcid":null},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoning Pi","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, China"],"raw_orcid":"https://orcid.org/0009-0009-3559-0032","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100652923","display_name":"Fang Ren","orcid":"https://orcid.org/0000-0002-2251-9220"},"institutions":[{"id":"https://openalex.org/I92403157","display_name":"University of Science and Technology Beijing","ror":"https://ror.org/02egmk993","country_code":"CN","type":"education","lineage":["https://openalex.org/I92403157"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fang Ren","raw_affiliation_strings":["School of Computer and Communication Engineering, University of Science and Technology Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-2251-9220","affiliations":[{"raw_affiliation_string":"School of Computer and Communication Engineering, University of Science and Technology Beijing, China","institution_ids":["https://openalex.org/I92403157"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101844171"],"corresponding_institution_ids":["https://openalex.org/I92403157"],"apc_list":null,"apc_paid":null,"fwci":0.3951,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.67659352,"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":"119","last_page":"125"},"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":1.0,"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":1.0,"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2206","display_name":"Computational Mechanics"},"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9807999730110168,"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/visual-inspection","display_name":"Visual inspection","score":0.8062703609466553},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7562840580940247},{"id":"https://openalex.org/keywords/automated-x-ray-inspection","display_name":"Automated X-ray inspection","score":0.5484370589256287},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5448375940322876},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5240245461463928},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.497454434633255},{"id":"https://openalex.org/keywords/digital-image","display_name":"Digital image","score":0.42012345790863037},{"id":"https://openalex.org/keywords/data-modeling","display_name":"Data modeling","score":0.41865095496177673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.39738768339157104},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.33381086587905884},{"id":"https://openalex.org/keywords/image-processing","display_name":"Image processing","score":0.24472454190254211},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.22426822781562805},{"id":"https://openalex.org/keywords/database","display_name":"Database","score":0.12170132994651794}],"concepts":[{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.8062703609466553},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7562840580940247},{"id":"https://openalex.org/C146920229","wikidata":"https://www.wikidata.org/wiki/Q2278114","display_name":"Automated X-ray inspection","level":4,"score":0.5484370589256287},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5448375940322876},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5240245461463928},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.497454434633255},{"id":"https://openalex.org/C42781572","wikidata":"https://www.wikidata.org/wiki/Q1250322","display_name":"Digital image","level":4,"score":0.42012345790863037},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.41865095496177673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.39738768339157104},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.33381086587905884},{"id":"https://openalex.org/C9417928","wikidata":"https://www.wikidata.org/wiki/Q1070689","display_name":"Image processing","level":3,"score":0.24472454190254211},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.22426822781562805},{"id":"https://openalex.org/C77088390","wikidata":"https://www.wikidata.org/wiki/Q8513","display_name":"Database","level":1,"score":0.12170132994651794},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3608251.3608291","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3608251.3608291","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 The 15th International Conference on Computer Modeling and Simulation","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.6600000262260437,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":29,"referenced_works":["https://openalex.org/W1588043677","https://openalex.org/W1861492603","https://openalex.org/W2002259470","https://openalex.org/W2092072518","https://openalex.org/W2150108609","https://openalex.org/W2431874326","https://openalex.org/W2473218629","https://openalex.org/W2625840022","https://openalex.org/W2749684264","https://openalex.org/W2772386856","https://openalex.org/W2887311010","https://openalex.org/W2890747436","https://openalex.org/W2894787842","https://openalex.org/W2912729634","https://openalex.org/W2923486253","https://openalex.org/W2941717140","https://openalex.org/W2948982773","https://openalex.org/W2963156262","https://openalex.org/W2963201472","https://openalex.org/W3012374719","https://openalex.org/W3013984308","https://openalex.org/W3088042786","https://openalex.org/W3104156061","https://openalex.org/W3136950817","https://openalex.org/W3195969653","https://openalex.org/W4206765025","https://openalex.org/W4225321635","https://openalex.org/W4280620229","https://openalex.org/W4304166257"],"related_works":["https://openalex.org/W2493185854","https://openalex.org/W2058593100","https://openalex.org/W849857824","https://openalex.org/W617381866","https://openalex.org/W2339456629","https://openalex.org/W1986703546","https://openalex.org/W3150775531","https://openalex.org/W1965696824","https://openalex.org/W2002822631","https://openalex.org/W571879"],"abstract_inverted_index":{"With":[0],"the":[1,13,31,51,84,97,102,109,114],"continuous":[2],"advancement":[3],"of":[4,53,86,108],"computer":[5],"vision":[6],"(CV)":[7],"technology,":[8],"visual":[9,27,66],"inspection":[10,15,55],"techniques":[11],"in":[12,26],"quality":[14,54],"industry":[16],"have":[17],"been":[18],"rapidly":[19],"developing.":[20],"Data":[21],"is":[22,35,80,93,111],"an":[23],"indispensable":[24],"factor":[25],"detection":[28,116],"techniques,":[29],"and":[30],"demand":[32],"for":[33,50,65],"data":[34,43,49,77],"gradually":[36],"increasing.":[37],"Studies":[38],"are":[39],"progressively":[40],"focusing":[41],"on":[42,70,101],"generation":[44,78],"solutions":[45],"to":[46,82,95],"provide":[47],"high-quality":[48],"development":[52],"techniques.":[56],"This":[57],"paper":[58],"presents":[59],"a":[60,73],"morphology-based":[61],"defect":[62,67,75],"classification":[63],"approach":[64],"simulation.":[68],"Based":[69],"this":[71],"classification,":[72],"digital":[74],"simulation-based":[76],"solution":[79],"proposed":[81,98],"simulate":[83],"defects":[85],"industrial":[87],"products.":[88],"A":[89],"new":[90],"dataset":[91,104,110],"SimNEU-DET":[92],"created":[94],"evaluate":[96],"method,":[99],"based":[100],"open-source":[103],"NEU-DET.":[105],"The":[106],"effectiveness":[107],"demonstrated":[112],"using":[113],"object":[115],"algorithm":[117],"YOLOv5.":[118]},"counts_by_year":[{"year":2024,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
