{"id":"https://openalex.org/W3039421862","doi":"https://doi.org/10.1007/s10015-020-00618-2","title":"Detection of minute defects using transfer learning-based CNN models","display_name":"Detection of minute defects using transfer learning-based CNN models","publication_year":2020,"publication_date":"2020-07-06","ids":{"openalex":"https://openalex.org/W3039421862","doi":"https://doi.org/10.1007/s10015-020-00618-2","mag":"3039421862"},"language":"en","primary_location":{"id":"doi:10.1007/s10015-020-00618-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10015-020-00618-2","pdf_url":null,"source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"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":"Artificial Life and Robotics","raw_type":"journal-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/A5029743446","display_name":"Kento Nakashima","orcid":null},"institutions":[{"id":"https://openalex.org/I75522678","display_name":"Sanyo-Onoda City University","ror":"https://ror.org/01xfcjr43","country_code":"JP","type":"education","lineage":["https://openalex.org/I75522678"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Kento Nakashima","raw_affiliation_strings":["Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan","institution_ids":["https://openalex.org/I75522678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044265286","display_name":"Fusaomi Nagata","orcid":"https://orcid.org/0000-0001-7738-0548"},"institutions":[{"id":"https://openalex.org/I75522678","display_name":"Sanyo-Onoda City University","ror":"https://ror.org/01xfcjr43","country_code":"JP","type":"education","lineage":["https://openalex.org/I75522678"]}],"countries":["JP"],"is_corresponding":true,"raw_author_name":"Fusaomi Nagata","raw_affiliation_strings":["Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan","institution_ids":["https://openalex.org/I75522678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089877493","display_name":"Hiroaki Ochi","orcid":null},"institutions":[{"id":"https://openalex.org/I75522678","display_name":"Sanyo-Onoda City University","ror":"https://ror.org/01xfcjr43","country_code":"JP","type":"education","lineage":["https://openalex.org/I75522678"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Hiroaki Ochi","raw_affiliation_strings":["Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan","institution_ids":["https://openalex.org/I75522678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5089138986","display_name":"Akimasa Otsuka","orcid":null},"institutions":[{"id":"https://openalex.org/I75522678","display_name":"Sanyo-Onoda City University","ror":"https://ror.org/01xfcjr43","country_code":"JP","type":"education","lineage":["https://openalex.org/I75522678"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Akimasa Otsuka","raw_affiliation_strings":["Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan","institution_ids":["https://openalex.org/I75522678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101972714","display_name":"Takeshi Ikeda","orcid":"https://orcid.org/0000-0002-5762-7387"},"institutions":[{"id":"https://openalex.org/I75522678","display_name":"Sanyo-Onoda City University","ror":"https://ror.org/01xfcjr43","country_code":"JP","type":"education","lineage":["https://openalex.org/I75522678"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Takeshi Ikeda","raw_affiliation_strings":["Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Graduate School of Engineering, Sanyo-Onoda City University, 1-1-1 Daigaku-Dori, Sanyo-Onoda, 756-0884, Japan","institution_ids":["https://openalex.org/I75522678"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111518950","display_name":"Keigo Watanabe","orcid":null},"institutions":[{"id":"https://openalex.org/I163770644","display_name":"Okayama University","ror":"https://ror.org/02pc6pc55","country_code":"JP","type":"education","lineage":["https://openalex.org/I163770644"]}],"countries":["JP"],"is_corresponding":false,"raw_author_name":"Keigo Watanabe","raw_affiliation_strings":["Okayama University, Okayama, Japan"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Okayama University, Okayama, Japan","institution_ids":["https://openalex.org/I163770644"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5033966208","display_name":"Maki K. Habib","orcid":"https://orcid.org/0000-0001-8088-8043"},"institutions":[{"id":"https://openalex.org/I80693520","display_name":"American University in Cairo","ror":"https://ror.org/0176yqn58","country_code":"EG","type":"education","lineage":["https://openalex.org/I80693520"]}],"countries":["EG"],"is_corresponding":false,"raw_author_name":"Maki K. Habib","raw_affiliation_strings":["American University in Cairo, Cairo, Egypt"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"American University in Cairo, Cairo, Egypt","institution_ids":["https://openalex.org/I80693520"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5044265286"],"corresponding_institution_ids":["https://openalex.org/I75522678"],"apc_list":{"value":2990,"currency":"USD","value_usd":2990},"apc_paid":null,"fwci":0.9064,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.70776663,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":"26","issue":"1","first_page":"35","last_page":"41"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/2205","display_name":"Civil and Structural 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":0.9957000017166138,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9937000274658203,"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/computer-science","display_name":"Computer science","score":0.8467426300048828},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.8191196322441101},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7244592308998108},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.6436226963996887},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6392202377319336},{"id":"https://openalex.org/keywords/transfer","display_name":"Transfer (computing)","score":0.5065480470657349},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.48598918318748474},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.4377470016479492},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.14063528180122375}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8467426300048828},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.8191196322441101},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7244592308998108},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.6436226963996887},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6392202377319336},{"id":"https://openalex.org/C2776175482","wikidata":"https://www.wikidata.org/wiki/Q1195816","display_name":"Transfer (computing)","level":2,"score":0.5065480470657349},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.48598918318748474},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.4377470016479492},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.14063528180122375},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C173608175","wikidata":"https://www.wikidata.org/wiki/Q232661","display_name":"Parallel computing","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10015-020-00618-2","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10015-020-00618-2","pdf_url":null,"source":{"id":"https://openalex.org/S104439334","display_name":"Artificial Life and Robotics","issn_l":"1433-5298","issn":["1433-5298","1614-7456"],"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":"Artificial Life and Robotics","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":5,"referenced_works":["https://openalex.org/W2598457882","https://openalex.org/W2783834309","https://openalex.org/W2890565216","https://openalex.org/W2906518907","https://openalex.org/W2996889347"],"related_works":["https://openalex.org/W9190101","https://openalex.org/W3092890","https://openalex.org/W2582698","https://openalex.org/W7811848","https://openalex.org/W4136762","https://openalex.org/W2758677","https://openalex.org/W3979659","https://openalex.org/W9375208","https://openalex.org/W7303821","https://openalex.org/W10944326"],"abstract_inverted_index":null,"counts_by_year":[{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":4},{"year":2021,"cited_by_count":1}],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}
