{"id":"https://openalex.org/W2923486253","doi":"https://doi.org/10.1007/s10845-019-01476-x","title":"Segmentation-based deep-learning approach for surface-defect detection","display_name":"Segmentation-based deep-learning approach for surface-defect detection","publication_year":2019,"publication_date":"2019-05-15","ids":{"openalex":"https://openalex.org/W2923486253","doi":"https://doi.org/10.1007/s10845-019-01476-x","mag":"2923486253"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-019-01476-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-019-01476-x","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1903.08536","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Domen Tabernik","orcid":"https://orcid.org/0000-0002-5613-5882"},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":true,"raw_author_name":"Domen Tabernik","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, Ve\u010dna pot 113, 1000, Ljubljana, Slovenia"],"raw_orcid":"https://orcid.org/0000-0002-5613-5882","affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, Ve\u010dna pot 113, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Samo \u0160ela","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111266","display_name":"Kolektor (Slovenia)","ror":"https://ror.org/01tc1se08","country_code":"SI","type":"company","lineage":["https://openalex.org/I4210111266"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Samo \u0160ela","raw_affiliation_strings":["Kolektor Group d. o. o., Vojkova 10, 5280, Idrija, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kolektor Group d. o. o., Vojkova 10, 5280, Idrija, Slovenia","institution_ids":["https://openalex.org/I4210111266"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Jure Skvar\u010d","orcid":null},"institutions":[{"id":"https://openalex.org/I4210111266","display_name":"Kolektor (Slovenia)","ror":"https://ror.org/01tc1se08","country_code":"SI","type":"company","lineage":["https://openalex.org/I4210111266"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Jure Skvar\u010d","raw_affiliation_strings":["Kolektor Orodjarna d. o. o., Vojkova 10, 5280, Idrija, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Kolektor Orodjarna d. o. o., Vojkova 10, 5280, Idrija, Slovenia","institution_ids":["https://openalex.org/I4210111266"]}]},{"author_position":"last","author":{"id":null,"display_name":"Danijel Sko\u010daj","orcid":null},"institutions":[{"id":"https://openalex.org/I153976015","display_name":"University of Ljubljana","ror":"https://ror.org/05njb9z20","country_code":"SI","type":"education","lineage":["https://openalex.org/I153976015"]}],"countries":["SI"],"is_corresponding":false,"raw_author_name":"Danijel Sko\u010daj","raw_affiliation_strings":["Faculty of Computer and Information Science, University of Ljubljana, Ve\u010dna pot 113, 1000, Ljubljana, Slovenia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Computer and Information Science, University of Ljubljana, Ve\u010dna pot 113, 1000, Ljubljana, Slovenia","institution_ids":["https://openalex.org/I153976015"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I153976015"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":53.7418,"has_fulltext":false,"cited_by_count":832,"citation_normalized_percentile":{"value":0.9991911,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"31","issue":"3","first_page":"759","last_page":"776"},"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":0.4034999907016754,"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":0.4034999907016754,"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":0.17980000376701355,"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/T11301","display_name":"Advanced Surface Polishing Techniques","score":0.05860000103712082,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/anomaly-detection","display_name":"Anomaly detection","score":0.6383000016212463},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.614799976348877},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.6118000149726868},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4729999899864197},{"id":"https://openalex.org/keywords/architecture","display_name":"Architecture","score":0.4291999936103821},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.39169999957084656},{"id":"https://openalex.org/keywords/control","display_name":"Control (management)","score":0.3840000033378601},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.362199991941452}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6395000219345093},{"id":"https://openalex.org/C739882","wikidata":"https://www.wikidata.org/wiki/Q3560506","display_name":"Anomaly detection","level":2,"score":0.6383000016212463},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.614799976348877},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.6118000149726868},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5397999882698059},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.47450000047683716},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4729999899864197},{"id":"https://openalex.org/C123657996","wikidata":"https://www.wikidata.org/wiki/Q12271","display_name":"Architecture","level":2,"score":0.4291999936103821},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.414900004863739},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.39169999957084656},{"id":"https://openalex.org/C2775924081","wikidata":"https://www.wikidata.org/wiki/Q55608371","display_name":"Control (management)","level":2,"score":0.3840000033378601},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.362199991941452},{"id":"https://openalex.org/C124504099","wikidata":"https://www.wikidata.org/wiki/Q56933","display_name":"Image segmentation","level":3,"score":0.3352999985218048},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32089999318122864},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.29980000853538513},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.26980000734329224},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.26750001311302185},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.2630999982357025},{"id":"https://openalex.org/C207685749","wikidata":"https://www.wikidata.org/wiki/Q2088941","display_name":"Domain knowledge","level":2,"score":0.2615000009536743},{"id":"https://openalex.org/C98025372","wikidata":"https://www.wikidata.org/wiki/Q477538","display_name":"Systems architecture","level":3,"score":0.2522999942302704},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.25110000371932983}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1007/s10845-019-01476-x","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-019-01476-x","pdf_url":null,"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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Journal of Intelligent Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:1903.08536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.08536","pdf_url":"https://arxiv.org/pdf/1903.08536","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},{"id":"pmh:oai:RePEc:spr:joinma:v:31:y:2020:i:3:d:10.1007_s10845-019-01476-x","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-019-01476-x","pdf_url":null,"source":{"id":"https://openalex.org/S4306401271","display_name":"RePEc: Research Papers in Economics","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I77793887","host_organization_name":"Federal Reserve Bank of St. Louis","host_organization_lineage":["https://openalex.org/I77793887"],"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":"article"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:1903.08536","is_oa":true,"landing_page_url":"http://arxiv.org/abs/1903.08536","pdf_url":"https://arxiv.org/pdf/1903.08536","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1487583988","https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1981759979","https://openalex.org/W1992189566","https://openalex.org/W2046481533","https://openalex.org/W2087649159","https://openalex.org/W2094915523","https://openalex.org/W2117539524","https://openalex.org/W2163605009","https://openalex.org/W2418691539","https://openalex.org/W2496066288","https://openalex.org/W2531409750","https://openalex.org/W2794550100","https://openalex.org/W2800240267","https://openalex.org/W2883908928","https://openalex.org/W2964309882","https://openalex.org/W6639102338"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":90},{"year":2025,"cited_by_count":162},{"year":2024,"cited_by_count":162},{"year":2023,"cited_by_count":166},{"year":2022,"cited_by_count":127},{"year":2021,"cited_by_count":85},{"year":2020,"cited_by_count":37},{"year":2019,"cited_by_count":3}],"updated_date":"2026-07-14T08:27:34.040176","created_date":"2019-04-01T00:00:00"}
