{"id":"https://openalex.org/W4409369615","doi":"https://doi.org/10.1007/s10845-025-02604-6","title":"Generative AI in industrial machine vision: a review","display_name":"Generative AI in industrial machine vision: a review","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409369615","doi":"https://doi.org/10.1007/s10845-025-02604-6"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-025-02604-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02604-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02604-6.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"review","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02604-6.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5048041966","display_name":"Hans Aoyang Zhou","orcid":"https://orcid.org/0000-0002-7768-4303"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":true,"raw_author_name":"Hans Aoyang Zhou","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-7768-4303","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008547628","display_name":"Dominik Wolfschl\u00e4ger","orcid":"https://orcid.org/0000-0003-2399-4856"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Dominik Wolfschl\u00e4ger","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-2399-4856","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092430111","display_name":"Constantinos Florides","orcid":"https://orcid.org/0000-0002-3031-9739"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Constantinos Florides","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-3031-9739","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092826371","display_name":"Jonas Werheid","orcid":"https://orcid.org/0009-0003-6022-2633"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jonas Werheid","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0009-0003-6022-2633","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115434790","display_name":"Hannes Behnen","orcid":"https://orcid.org/0009-0005-9369-8165"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Hannes Behnen","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0009-0005-9369-8165","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036038796","display_name":"Jan-Henrik Woltersmann","orcid":"https://orcid.org/0000-0003-0361-5302"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Jan-Henrik Woltersmann","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0361-5302","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086348981","display_name":"TIAGO LOUREIRO FIGARO DA COSTA PINTO","orcid":"https://orcid.org/0000-0002-8856-0648"},"institutions":[{"id":"https://openalex.org/I4104125","display_name":"Universidade Federal de Santa Catarina","ror":"https://ror.org/041akq887","country_code":"BR","type":"education","lineage":["https://openalex.org/I4104125"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Tiago C. Pinto","raw_affiliation_strings":["LABMETRO, EMC, Universidade Federal de Santa Catarina, CP5053, Florianopolis, 88040-970, Brazil"],"raw_orcid":"https://orcid.org/0000-0002-8856-0648","affiliations":[{"raw_affiliation_string":"LABMETRO, EMC, Universidade Federal de Santa Catarina, CP5053, Florianopolis, 88040-970, Brazil","institution_ids":["https://openalex.org/I4104125"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019787331","display_name":"Marco Kemmerling","orcid":"https://orcid.org/0000-0003-0141-2050"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Marco Kemmerling","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0003-0141-2050","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017362418","display_name":"Anas Abdelrazeq","orcid":"https://orcid.org/0000-0002-8450-2889"},"institutions":[{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Anas Abdelrazeq","raw_affiliation_strings":["Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-8450-2889","affiliations":[{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045094368","display_name":"Robert Schmitt","orcid":"https://orcid.org/0000-0002-0011-5962"},"institutions":[{"id":"https://openalex.org/I4210096398","display_name":"Fraunhofer Institute for Production Technology IPT","ror":"https://ror.org/00t0rcy29","country_code":"DE","type":"facility","lineage":["https://openalex.org/I4210096398","https://openalex.org/I4923324"]},{"id":"https://openalex.org/I887968799","display_name":"RWTH Aachen University","ror":"https://ror.org/04xfq0f34","country_code":"DE","type":"education","lineage":["https://openalex.org/I887968799"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Robert H. Schmitt","raw_affiliation_strings":["Fraunhofer IPT, Steinbachstr. 17, 52074, Aachen, Germany","Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany"],"raw_orcid":"https://orcid.org/0000-0002-0011-5962","affiliations":[{"raw_affiliation_string":"Fraunhofer IPT, Steinbachstr. 17, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I4210096398"]},{"raw_affiliation_string":"Laboratory for Machine Tools and Production Engineering, WZL, RWTH Aachen University, Campus-Boulevard 30, 52074, Aachen, Germany","institution_ids":["https://openalex.org/I887968799"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5048041966"],"corresponding_institution_ids":["https://openalex.org/I887968799"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":{"value":2390,"currency":"EUR","value_usd":2990},"fwci":20.401,"has_fulltext":true,"cited_by_count":26,"citation_normalized_percentile":{"value":0.99515076,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"37","issue":"4","first_page":"1447","last_page":"1470"},"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":0.9973999857902527,"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":0.9973999857902527,"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/T14339","display_name":"Image Processing and 3D Reconstruction","score":0.9947999715805054,"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/T12549","display_name":"Image and Object Detection Techniques","score":0.9902999997138977,"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/generative-grammar","display_name":"Generative grammar","score":0.6402491331100464},{"id":"https://openalex.org/keywords/machine-vision","display_name":"Machine vision","score":0.509743869304657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4855934977531433},{"id":"https://openalex.org/keywords/production","display_name":"Production (economics)","score":0.4637036919593811},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4170762300491333},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.39547500014305115},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.33942103385925293},{"id":"https://openalex.org/keywords/economics","display_name":"Economics","score":0.11525902152061462}],"concepts":[{"id":"https://openalex.org/C39890363","wikidata":"https://www.wikidata.org/wiki/Q36108","display_name":"Generative grammar","level":2,"score":0.6402491331100464},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.509743869304657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4855934977531433},{"id":"https://openalex.org/C2778348673","wikidata":"https://www.wikidata.org/wiki/Q739302","display_name":"Production (economics)","level":2,"score":0.4637036919593811},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4170762300491333},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.39547500014305115},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.33942103385925293},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.11525902152061462},{"id":"https://openalex.org/C139719470","wikidata":"https://www.wikidata.org/wiki/Q39680","display_name":"Macroeconomics","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10845-025-02604-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02604-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02604-6.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:econstor.eu:10419/339930","is_oa":true,"landing_page_url":"https://hdl.handle.net/10419/339930","pdf_url":null,"source":{"id":"https://openalex.org/S4306401696","display_name":"Econstor (Econstor)","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":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"doc-type:article"},{"id":"pmh:oai:publica.fraunhofer.de:publica/512843","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/512843","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"journal article"}],"best_oa_location":{"id":"doi:10.1007/s10845-025-02604-6","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s10845-025-02604-6","pdf_url":"https://link.springer.com/content/pdf/10.1007/s10845-025-02604-6.pdf","source":{"id":"https://openalex.org/S161464388","display_name":"Journal of Intelligent Manufacturing","issn_l":"0956-5515","issn":["0956-5515","1572-8145"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1340261403","display_name":null,"funder_award_id":"01IS22094D","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G1774048160","display_name":null,"funder_award_id":"390621612","funder_id":"https://openalex.org/F4320321114","funder_display_name":"Bundesministerium f\u00fcr Bildung und Forschung"},{"id":"https://openalex.org/G295996082","display_name":"Metrologisch interpretierbare maschinengelernte Merkmale durch latente Merkmalsr\u00e4ume von generativen Deep Learning Modellen","funder_award_id":"507911127","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G3794326933","display_name":null,"funder_award_id":"Code 001","funder_id":"https://openalex.org/F4320321091","funder_display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior"},{"id":"https://openalex.org/G69884316","display_name":null,"funder_award_id":"EXC-2023","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"},{"id":"https://openalex.org/G7300938430","display_name":"EXC 2023: Internet of Production (IoP)","funder_award_id":"390621612","funder_id":"https://openalex.org/F4320320879","funder_display_name":"Deutsche Forschungsgemeinschaft"}],"funders":[{"id":"https://openalex.org/F4320320879","display_name":"Deutsche Forschungsgemeinschaft","ror":"https://ror.org/018mejw64"},{"id":"https://openalex.org/F4320321091","display_name":"Coordena\u00e7\u00e3o de Aperfei\u00e7oamento de Pessoal de N\u00edvel Superior","ror":"https://ror.org/00x0ma614"},{"id":"https://openalex.org/F4320321114","display_name":"Bundesministerium f\u00fcr Bildung und Forschung","ror":"https://ror.org/04pz7b180"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4409369615.pdf","grobid_xml":"https://content.openalex.org/works/W4409369615.grobid-xml"},"referenced_works_count":191,"referenced_works":["https://openalex.org/W1965696824","https://openalex.org/W2008056655","https://openalex.org/W2603777577","https://openalex.org/W2889595641","https://openalex.org/W2892030443","https://openalex.org/W2897680073","https://openalex.org/W2898077816","https://openalex.org/W2905027213","https://openalex.org/W2908146486","https://openalex.org/W2909536919","https://openalex.org/W2911964244","https://openalex.org/W2912069721","https://openalex.org/W2914906682","https://openalex.org/W2942823822","https://openalex.org/W2944102485","https://openalex.org/W2946543926","https://openalex.org/W2954860285","https://openalex.org/W2970145156","https://openalex.org/W2971612369","https://openalex.org/W2973272210","https://openalex.org/W2977636584","https://openalex.org/W2979872020","https://openalex.org/W2980827580","https://openalex.org/W2981630063","https://openalex.org/W2990477556","https://openalex.org/W3002607153","https://openalex.org/W3002803912","https://openalex.org/W3005211665","https://openalex.org/W3006938707","https://openalex.org/W3007224981","https://openalex.org/W3007972531","https://openalex.org/W3015853047","https://openalex.org/W3023621413","https://openalex.org/W3024889357","https://openalex.org/W3027658987","https://openalex.org/W3030893967","https://openalex.org/W3035574324","https://openalex.org/W3038560814","https://openalex.org/W3042979910","https://openalex.org/W3043414300","https://openalex.org/W3044509263","https://openalex.org/W3044807058","https://openalex.org/W3046324100","https://openalex.org/W3080800084","https://openalex.org/W3088039753","https://openalex.org/W3088514437","https://openalex.org/W3089819260","https://openalex.org/W3092105412","https://openalex.org/W3093836084","https://openalex.org/W3094374092","https://openalex.org/W3097078376","https://openalex.org/W3108299574","https://openalex.org/W3118895125","https://openalex.org/W3119943851","https://openalex.org/W3120046627","https://openalex.org/W3120931562","https://openalex.org/W3124472631","https://openalex.org/W3126794672","https://openalex.org/W3134433380","https://openalex.org/W3137048602","https://openalex.org/W3139697252","https://openalex.org/W3141256924","https://openalex.org/W3152155592","https://openalex.org/W3154528308","https://openalex.org/W3156117144","https://openalex.org/W3161063006","https://openalex.org/W3162233895","https://openalex.org/W3163598514","https://openalex.org/W3165012668","https://openalex.org/W3171625744","https://openalex.org/W3186516637","https://openalex.org/W3193736071","https://openalex.org/W3194111499","https://openalex.org/W3197573180","https://openalex.org/W3198551916","https://openalex.org/W3202786883","https://openalex.org/W3204023391","https://openalex.org/W3204399907","https://openalex.org/W3204704812","https://openalex.org/W3204937802","https://openalex.org/W3205215989","https://openalex.org/W3205486601","https://openalex.org/W3206555527","https://openalex.org/W3208652168","https://openalex.org/W3208911067","https://openalex.org/W3211191198","https://openalex.org/W3212029853","https://openalex.org/W3213997984","https://openalex.org/W3214017641","https://openalex.org/W3215032747","https://openalex.org/W3215073434","https://openalex.org/W3215777979","https://openalex.org/W4200176283","https://openalex.org/W4205154156","https://openalex.org/W4206047620","https://openalex.org/W4206447292","https://openalex.org/W4210403381","https://openalex.org/W4210551276","https://openalex.org/W4212916274","https://openalex.org/W4213126784","https://openalex.org/W4214810700","https://openalex.org/W4214835421","https://openalex.org/W4214876478","https://openalex.org/W4220883087","https://openalex.org/W4224010349","https://openalex.org/W4224326657","https://openalex.org/W4225672217","https://openalex.org/W4226093122","https://openalex.org/W4226227621","https://openalex.org/W4226403630","https://openalex.org/W4245046367","https://openalex.org/W4280609767","https://openalex.org/W4281249799","https://openalex.org/W4281254567","https://openalex.org/W4281396377","https://openalex.org/W4285136815","https://openalex.org/W4286355265","https://openalex.org/W4286632850","https://openalex.org/W4287887757","https://openalex.org/W4293079594","https://openalex.org/W4293661252","https://openalex.org/W4295296538","https://openalex.org/W4295633061","https://openalex.org/W4296071466","https://openalex.org/W4297179041","https://openalex.org/W4301398060","https://openalex.org/W4304142372","https://openalex.org/W4304691702","https://openalex.org/W4304731596","https://openalex.org/W4308233684","https://openalex.org/W4309078583","https://openalex.org/W4309995340","https://openalex.org/W4310359750","https://openalex.org/W4310367474","https://openalex.org/W4311089284","https://openalex.org/W4311171054","https://openalex.org/W4312323267","https://openalex.org/W4312364770","https://openalex.org/W4312385042","https://openalex.org/W4312412750","https://openalex.org/W4312529622","https://openalex.org/W4312686090","https://openalex.org/W4312836378","https://openalex.org/W4312933868","https://openalex.org/W4312937126","https://openalex.org/W4313216265","https://openalex.org/W4313547865","https://openalex.org/W4313652689","https://openalex.org/W4319983841","https://openalex.org/W4320169633","https://openalex.org/W4320900831","https://openalex.org/W4321113847","https://openalex.org/W4321350383","https://openalex.org/W4321484416","https://openalex.org/W4323055207","https://openalex.org/W4324327711","https://openalex.org/W4327729397","https://openalex.org/W4360764675","https://openalex.org/W4360884927","https://openalex.org/W4360971685","https://openalex.org/W4361251011","https://openalex.org/W4362575754","https://openalex.org/W4365140566","https://openalex.org/W4365392748","https://openalex.org/W4366393030","https://openalex.org/W4366609675","https://openalex.org/W4367016606","https://openalex.org/W4367282106","https://openalex.org/W4367665525","https://openalex.org/W4377158052","https://openalex.org/W4379034782","https://openalex.org/W4379743948","https://openalex.org/W4379805645","https://openalex.org/W4380194020","https://openalex.org/W4380244347","https://openalex.org/W4381488938","https://openalex.org/W4381741414","https://openalex.org/W4382463828","https://openalex.org/W4382699841","https://openalex.org/W4385416665","https://openalex.org/W4385485745","https://openalex.org/W4386432228","https://openalex.org/W4386597028","https://openalex.org/W4387068169","https://openalex.org/W4387143428","https://openalex.org/W4391130440","https://openalex.org/W4396685186","https://openalex.org/W6887413734","https://openalex.org/W6908723760","https://openalex.org/W6963062833","https://openalex.org/W6998789103"],"related_works":["https://openalex.org/W2380075625","https://openalex.org/W4390718435","https://openalex.org/W4390549206","https://openalex.org/W3137171911","https://openalex.org/W4379540039","https://openalex.org/W4237784285","https://openalex.org/W2374712251","https://openalex.org/W4383031710","https://openalex.org/W3211753092","https://openalex.org/W4366778687"],"abstract_inverted_index":{"Abstract":[0],"Machine":[1],"vision":[2,26,76,166],"enhances":[3],"automation,":[4],"quality":[5,66],"control,":[6],"and":[7,18,28,62,91,121,171,210,218],"operational":[8],"efficiency":[9],"in":[10,38,74,79,86,112,142,151,194],"industrial":[11,113,143,195],"applications":[12,211],"by":[13,51],"enabling":[14],"machines":[15],"to":[16,84,104,186,201],"interpret":[17],"act":[19],"on":[20,117,129,139],"visual":[21],"data.":[22],"While":[23],"traditional":[24],"computer":[25],"algorithms":[27],"approaches":[29],"remain":[30],"widely":[31],"utilized,":[32],"machine":[33,75,114,144,165,196],"learning":[34],"has":[35],"become":[36],"pivotal":[37],"current":[39,107,152,213],"research":[40,122],"activities.":[41],"In":[42],"particular,":[43],"generative":[44,72,110,140,159,192],"Artificial":[45],"Intelligence":[46],"(AI)":[47],"demonstrates":[48],"promising":[49],"potential":[50],"improving":[52],"pattern":[53],"recognition":[54],"capabilities,":[55],"through":[56],"data":[57,87,162,184],"augmentation,":[58,163],"increasing":[59],"image":[60],"resolution,":[61],"identifying":[63,219],"anomalies":[64],"for":[65,94,164,221],"control.":[67],"However,":[68],"the":[69,92,106,130,155,207],"application":[70,180,190],"of":[71,109,158,179,191],"AI":[73,111,141,160,193],"is":[77,102],"still":[78],"its":[80],"early":[81],"stages":[82],"due":[83],"challenges":[85,181],"diversity,":[88],"computational":[89],"requirements,":[90],"necessity":[93],"robust":[95],"validation":[96],"methods.":[97],"A":[98],"comprehensive":[99],"literature":[100,126],"review":[101,127],"essential":[103],"understand":[105],"state":[108],"vision,":[115],"focusing":[116],"recent":[118],"advancements,":[119],"applications,":[120],"trends.":[123],"Thus,":[124],"a":[125,177,188],"based":[128],"PRISMA":[131],"guidelines":[132],"was":[133],"conducted,":[134],"analyzing":[135],"over":[136],"1,200":[137],"papers":[138],"vision.":[145,197],"Our":[146],"findings":[147],"reveal":[148],"various":[149],"patterns":[150],"research,":[153,214],"with":[154,183,204],"primary":[156],"use":[157],"being":[161],"tasks":[167],"such":[168],"as":[169],"classification":[170],"object":[172],"detection.":[173],"Furthermore,":[174],"we":[175],"gather":[176],"collection":[178],"together":[182],"requirements":[185],"enable":[187],"successful":[189],"This":[198],"overview":[199],"aims":[200],"provide":[202],"researchers":[203],"insights":[205],"into":[206],"different":[208],"areas":[209],"within":[212],"highlighting":[215],"significant":[216],"advancements":[217],"opportunities":[220],"future":[222],"work.":[223]},"counts_by_year":[{"year":2026,"cited_by_count":15},{"year":2025,"cited_by_count":11}],"updated_date":"2026-07-10T07:45:09.275182","created_date":"2025-10-10T00:00:00"}
