{"id":"https://openalex.org/W4406459673","doi":"https://doi.org/10.1109/sbr/wre63066.2024.10837872","title":"Enhancing Casting Manufacturing Quality Control with Vision Transformers","display_name":"Enhancing Casting Manufacturing Quality Control with Vision Transformers","publication_year":2024,"publication_date":"2024-11-13","ids":{"openalex":"https://openalex.org/W4406459673","doi":"https://doi.org/10.1109/sbr/wre63066.2024.10837872"},"language":"en","primary_location":{"id":"doi:10.1109/sbr/wre63066.2024.10837872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sbr/wre63066.2024.10837872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Brazilian Symposium on Robotics (SBR), and 2024 Workshop on Robotics in Education (WRE)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5023489195","display_name":"Emilio Gil Moya","orcid":"https://orcid.org/0000-0002-3929-5649"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Emanuelle De Souza Gil","raw_affiliation_strings":["Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Lucas Matos De Abreu Dias","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Lucas Matos De Abreu Dias","raw_affiliation_strings":["Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Alternei De Souza Brito","orcid":null},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Alternei De Souza Brito","raw_affiliation_strings":["Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil","institution_ids":["https://openalex.org/I62885914"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5004181756","display_name":"Felipe G. Oliveira","orcid":"https://orcid.org/0000-0002-5435-0933"},"institutions":[{"id":"https://openalex.org/I62885914","display_name":"Universidade Federal do Amazonas","ror":"https://ror.org/02263ky35","country_code":"BR","type":"education","lineage":["https://openalex.org/I62885914"]}],"countries":["BR"],"is_corresponding":false,"raw_author_name":"Felipe G. Oliveira","raw_affiliation_strings":["Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Inst. of Exact Sci. and Tech. (ICET), Univ. Federal do Amazonas (UFAM),Itacoatiara,Brazil","institution_ids":["https://openalex.org/I62885914"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62885914"],"apc_list":null,"apc_paid":null,"fwci":1.5353,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.85181812,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"162","last_page":"167"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11159","display_name":"Manufacturing Process and Optimization","score":0.9958999752998352,"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/T11159","display_name":"Manufacturing Process and Optimization","score":0.9958999752998352,"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/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9940999746322632,"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/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.5323349237442017},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5307459831237793},{"id":"https://openalex.org/keywords/casting","display_name":"Casting","score":0.5287296772003174},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5149791836738586},{"id":"https://openalex.org/keywords/manufacturing-engineering","display_name":"Manufacturing engineering","score":0.466269314289093},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.42531150579452515},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.28593283891677856},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.27494412660598755},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.18519636988639832},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.18381071090698242},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.09472459554672241},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.0925227701663971}],"concepts":[{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.5323349237442017},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5307459831237793},{"id":"https://openalex.org/C16635281","wikidata":"https://www.wikidata.org/wiki/Q496098","display_name":"Casting","level":2,"score":0.5287296772003174},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5149791836738586},{"id":"https://openalex.org/C117671659","wikidata":"https://www.wikidata.org/wiki/Q11049265","display_name":"Manufacturing engineering","level":1,"score":0.466269314289093},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.42531150579452515},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.28593283891677856},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.27494412660598755},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.18519636988639832},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.18381071090698242},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.09472459554672241},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0925227701663971},{"id":"https://openalex.org/C111472728","wikidata":"https://www.wikidata.org/wiki/Q9471","display_name":"Epistemology","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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/sbr/wre63066.2024.10837872","is_oa":false,"landing_page_url":"https://doi.org/10.1109/sbr/wre63066.2024.10837872","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 Brazilian Symposium on Robotics (SBR), and 2024 Workshop on Robotics in Education (WRE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W2729668783","https://openalex.org/W2889150092","https://openalex.org/W2914478989","https://openalex.org/W2998008435","https://openalex.org/W3094502228","https://openalex.org/W3108789450","https://openalex.org/W3114104965","https://openalex.org/W3171625744","https://openalex.org/W3173395783","https://openalex.org/W3208788147","https://openalex.org/W4205640661","https://openalex.org/W4220655343","https://openalex.org/W4220784252","https://openalex.org/W4225528136","https://openalex.org/W4285614663","https://openalex.org/W4316660546","https://openalex.org/W4381196810","https://openalex.org/W4388016375","https://openalex.org/W4389151499","https://openalex.org/W6762718338"],"related_works":["https://openalex.org/W2384667405","https://openalex.org/W2389266787","https://openalex.org/W2363885542","https://openalex.org/W2387206255","https://openalex.org/W2355570285","https://openalex.org/W2364958354","https://openalex.org/W2352797113","https://openalex.org/W2372137583","https://openalex.org/W2374872591","https://openalex.org/W1548050717"],"abstract_inverted_index":{"Ensuring":[0],"quality":[1,16,35,52,63],"control":[2,53],"is":[3,26],"a":[4],"crucial":[5],"task":[6],"in":[7,75,138,155],"modern":[8],"manufacturing":[9,80,171],"processes.":[10],"Today,":[11],"industries":[12],"must":[13],"guarantee":[14],"the":[15,29,38,44,51,65,79,100,116,127,132,156,162,167,170],"of":[17,28,41,43,55,124,143,166],"their":[18],"products":[19],"to":[20,33,72,92,102,114],"stay":[21],"competitive.":[22],"Automated":[23],"visual":[24,105],"inspection":[25,40],"one":[27],"most":[30],"effective":[31],"ways":[32],"promote":[34],"control,":[36],"enabling":[37],"efficient":[39],"100%":[42],"production":[45],"volume.":[46],"This":[47],"paper":[48],"deals":[49],"with":[50,141],"problem":[54],"casting":[56,66,76],"discs":[57,77],"for":[58,147],"submersible":[59],"pump":[60],"impellers,":[61],"ensuring":[62],"at":[64],"stage.":[67],"We":[68],"propose":[69],"an":[70,122],"approach":[71,133],"detect":[73],"defects":[74],"throughout":[78],"process.":[81,172],"Our":[82],"methodology":[83],"uses":[84],"Vision":[85],"Transformers":[86],"(ViT),":[87],"which":[88],"employ":[89],"self-attention":[90],"mechanisms":[91],"capture":[93],"spatial":[94],"relationships":[95],"between":[96],"image":[97],"patches,":[98],"allowing":[99],"model":[101],"learn":[103],"hierarchical":[104],"representations.":[106],"Both":[107],"real":[108],"and":[109,145,149,151,164],"simulated":[110],"experiments":[111,160],"were":[112],"conducted":[113],"validate":[115],"proposed":[117,128],"approach.":[118],"The":[119,159],"results":[120],"indicate":[121],"accuracy":[123,136],"99.22%":[125],"using":[126],"ViT":[129],"inspection.":[130],"Moreover,":[131],"maintained":[134],"high":[135],"even":[137],"noisy":[139],"images,":[140],"accuracies":[142],"95.45%":[144],"98.28%":[146],"Gaussian":[148],"Salt":[150],"Pepper":[152],"noise,":[153],"respectively,":[154],"worst-case":[157],"scenario.":[158],"demonstrate":[161],"robustness":[163],"reliability":[165],"approach,":[168],"optimizing":[169]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
