{"id":"https://openalex.org/W4323240624","doi":"https://doi.org/10.5220/0011707000003417","title":"Automatic Defect Detection in Leather","display_name":"Automatic Defect Detection in Leather","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4323240624","doi":"https://doi.org/10.5220/0011707000003417"},"language":"en","primary_location":{"id":"doi:10.5220/0011707000003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011707000003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"http://dx.doi.org/10.5220/0011707000003417","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101930024","display_name":"Jo\u00e3o Soares","orcid":"https://orcid.org/0000-0002-0263-3915"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Jo\u00e3o Soares","raw_affiliation_strings":["ALGORITMI Research Centre / LASI, University of Minho, Portugal, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre / LASI, University of Minho, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062115392","display_name":"Lu\u00eds Magalh\u00e3es","orcid":null},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Lu\u00eds Magalh\u00e3es","raw_affiliation_strings":["ALGORITMI Research Centre / LASI, University of Minho, Portugal, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"ALGORITMI Research Centre / LASI, University of Minho, Portugal, --- Select a Country ---","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108827206","display_name":"Rafaela Tonholli Pinho","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Rafaela Pinho","raw_affiliation_strings":["Neadvance, Braga, Portugal, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neadvance, Braga, Portugal, --- Select a Country ---","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079373128","display_name":"Mehrab K. Allahdad","orcid":"https://orcid.org/0000-0002-9197-6177"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Mehrab Allahdad","raw_affiliation_strings":["Neadvance, Braga, Portugal, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neadvance, Braga, Portugal, --- Select a Country ---","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5049887114","display_name":"Manuel Ferreira","orcid":"https://orcid.org/0000-0002-4931-3281"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Manuel Ferreira","raw_affiliation_strings":["Neadvance, Braga, Portugal, --- Select a Country ---"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Neadvance, Braga, Portugal, --- Select a Country ---","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5238,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.51755222,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":null,"issue":null,"first_page":"196","last_page":"204"},"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":0.9778000116348267,"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":0.9778000116348267,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5050018429756165}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5050018429756165}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.5220/0011707000003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011707000003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/84176","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/84176","pdf_url":null,"source":{"id":"https://openalex.org/S4306401240","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"master thesis"}],"best_oa_location":{"id":"doi:10.5220/0011707000003417","is_oa":true,"landing_page_url":"http://dx.doi.org/10.5220/0011707000003417","pdf_url":null,"source":null,"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications","raw_type":"proceedings-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2382290278","https://openalex.org/W2350741829","https://openalex.org/W2130043461","https://openalex.org/W2530322880","https://openalex.org/W1596801655"],"abstract_inverted_index":{"Esta":[0],"disserta\u00e7\u00e3o":[1,98],"desenvolve-se":[2],"em":[3,11,17,203],"torno":[4],"do":[5,31,198,209,231],"problema":[6,21,66],"da":[7,211],"dete\u00e7\u00e3o":[8,14],"de":[9,15,63,70,84,86,107,116,124,133,135,140,158,179,256],"defeitos":[10,16,136,195,206],"couro.":[12,32],"A":[13],"couro":[18],"\u00e9":[19,38,218],"um":[20,82,138],"tradicionalmente":[22],"resolvido":[23],"manualmente,":[24],"usando":[25,105],"avaliadores":[26],"ex":[27],"perientes":[28],"na":[29],"inspe\u00e7\u00e3o":[30,134],"No":[33,77,229,243],"entanto,":[34,78],"como":[35],"esta":[36,97],"tarefa":[37,132],"lenta":[39],"e":[40,73,90,145,153,174,183,189,250],"suscet\u00edvel":[41],"ao":[42,45],"erro":[43],"humano,":[44],"longo":[46],"dos":[47,194],"\u00faltimos":[48],"20":[49],"anos":[50],"tem-se":[51],"procurado":[52],"solu\u00e7\u00f5es":[53,61],"que":[54],"automatizem":[55],"a":[56,113,131,191,220,223,240,253,263,274],"tarefa.":[57],"Assim,":[58,96],"surgiram":[59],"v\u00e1rias":[60,94],"capazes":[62],"resolver":[64,130],"o":[65,101,270],"eficazmente":[67],"utilizando":[68,137],"t\u00e9cnicas":[69,106,123,157,171,186],"Machine":[71,108],"Learning":[72],"Vis\u00e3o":[74],"por":[75],"Computador.":[76],"todas":[79],"elas":[80],"requerem":[81],"conjunto":[83,139],"dados":[85,141,180],"grande":[87],"dimens\u00e3o":[88],"anotado":[89],"balanceado":[91],"entre":[92],"as":[93,127,155],"categorias.":[95],"pretende":[99],"automatizar":[100],"processo":[102],"tradicio":[103],"nal,":[104],"Learning,":[109],"mas":[110],"sem":[111],"recorrer":[112],"datasets":[114],"anotados":[115],"grandes":[117],"dimens\u00f5es.":[118],"Para":[119],"tal,":[120],"s\u00e3o":[121,255],"exploradas":[122],"Novelty":[125],"Detection,":[126],"quais":[128],"permitem":[129],"n\u00e3o":[142,146],"supervsionado,":[143],"pequeno":[144],"balanceado.":[147],"Nesta":[148],"dis":[149],"serta\u00e7\u00e3o":[150],"foram":[151,172],"analisadas":[152,187],"testadas":[154,175],"seguintes":[156],"novelty":[159],"detection:":[160],"MSE":[161],"Autoencoder,":[162,164],"SSIM":[163,236],"CFLOW,":[165],"STFPM,":[166],"Reverse,":[167],"and":[168],"DRAEM.":[169],"Estas":[170],"treinadas":[173],"com":[176],"dois":[177],"conjuntos":[178],"diferentes:":[181],"MVTEC":[182],"Neadvance.":[184,212],"As":[185],"detectam":[188],"localizam":[190],"mai":[192],"oria":[193],"das":[196,207],"imagens":[197,208],"MVTEC.":[199],"Contudo,":[200],"t\u00eam":[201],"dificuldades":[202],"detetar":[204],"os":[205,251],"dataset":[210],"Com":[213],"base":[214],"nos":[215],"resultados":[216],"obtidos,":[217],"proposta":[219],"melhor":[221],"metodologia":[222],"usar":[224],"para":[225],"tr\u00eas":[226],"diferentes":[227],"cen\u00e1rios.":[228],"caso":[230,244],"poder":[232,247],"computacional":[233],"ser":[234,239,262,273],"baixo,":[235],"Autoencoder":[237],"deve":[238,261,272],"t\u00e9cnica":[241,264],"usada.":[242],"onde":[245],"h\u00e1":[246],"computational":[248],"suficiente":[249],"exemplos":[252],"analisar":[254],"uma":[257],"s\u00f3":[258],"cor,":[259],"DRAEM":[260],"escolhida.":[265,276],"Em":[266],"qualquer":[267],"outro":[268],"caso,":[269],"STFPM":[271],"op\u00e7\u00e3o":[275]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-08-01T09:00:35.917206","created_date":"2025-10-10T00:00:00"}