{"id":"https://openalex.org/W3202270763","doi":"https://doi.org/10.1007/s10845-021-01829-5","title":"In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting","display_name":"In situ quality inspection with layer-wise visual images based on deep transfer learning during selective laser melting","publication_year":2021,"publication_date":"2021-09-27","ids":{"openalex":"https://openalex.org/W3202270763","doi":"https://doi.org/10.1007/s10845-021-01829-5","mag":"3202270763"},"language":"en","primary_location":{"id":"doi:10.1007/s10845-021-01829-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-021-01829-5","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":["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/A5049510796","display_name":"Jingchang Li","orcid":"https://orcid.org/0009-0003-5673-6471"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingchang Li","raw_affiliation_strings":["School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042872489","display_name":"Qi Zhou","orcid":"https://orcid.org/0000-0002-6203-595X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qi Zhou","raw_affiliation_strings":["School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5076026238","display_name":"Xufeng Huang","orcid":"https://orcid.org/0000-0003-4666-4569"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xufeng Huang","raw_affiliation_strings":["School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101531173","display_name":"Menglei Li","orcid":"https://orcid.org/0000-0002-3983-1114"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Menglei Li","raw_affiliation_strings":["School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5052106253","display_name":"Longchao Cao","orcid":"https://orcid.org/0000-0001-8208-3417"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Longchao Cao","raw_affiliation_strings":["School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Material Science and Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","School of Material Science and Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China"],"affiliations":[{"raw_affiliation_string":"School of Aerospace Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Material Science and Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People\u2019s Republic of China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Material Science and Engineering, Huazhong University of Science & Technology, 430074, Wuhan, People's Republic of China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5052106253"],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":5.1699,"has_fulltext":false,"cited_by_count":65,"citation_normalized_percentile":{"value":0.96571087,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":100},"biblio":{"volume":"34","issue":"2","first_page":"853","last_page":"867"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9994999766349792,"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"}},"topics":[{"id":"https://openalex.org/T10705","display_name":"Additive Manufacturing Materials and Processes","score":0.9994999766349792,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.9961000084877014,"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/T10783","display_name":"Additive Manufacturing and 3D Printing Technologies","score":0.9955000281333923,"subfield":{"id":"https://openalex.org/subfields/2203","display_name":"Automotive 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/artificial-intelligence","display_name":"Artificial intelligence","score":0.7614823579788208},{"id":"https://openalex.org/keywords/visual-inspection","display_name":"Visual inspection","score":0.6768539547920227},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.6534299850463867},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.6265977621078491},{"id":"https://openalex.org/keywords/layer","display_name":"Layer (electronics)","score":0.5643404722213745},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.533195972442627},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5236772894859314},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5178549885749817},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5060963034629822},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5027251243591309},{"id":"https://openalex.org/keywords/selective-laser-melting","display_name":"Selective laser melting","score":0.45588362216949463},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45325902104377747},{"id":"https://openalex.org/keywords/quality","display_name":"Quality (philosophy)","score":0.4252856373786926},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.42283743619918823},{"id":"https://openalex.org/keywords/porosity","display_name":"Porosity","score":0.4161505103111267},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3772580921649933},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3631315231323242}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7614823579788208},{"id":"https://openalex.org/C168820333","wikidata":"https://www.wikidata.org/wiki/Q448889","display_name":"Visual inspection","level":2,"score":0.6768539547920227},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.6534299850463867},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.6265977621078491},{"id":"https://openalex.org/C2779227376","wikidata":"https://www.wikidata.org/wiki/Q6505497","display_name":"Layer (electronics)","level":2,"score":0.5643404722213745},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.533195972442627},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5236772894859314},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5178549885749817},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5060963034629822},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5027251243591309},{"id":"https://openalex.org/C26796778","wikidata":"https://www.wikidata.org/wiki/Q2267983","display_name":"Selective laser melting","level":3,"score":0.45588362216949463},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45325902104377747},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.4252856373786926},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.42283743619918823},{"id":"https://openalex.org/C6648577","wikidata":"https://www.wikidata.org/wiki/Q622669","display_name":"Porosity","level":2,"score":0.4161505103111267},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3772580921649933},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3631315231323242},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C159985019","wikidata":"https://www.wikidata.org/wiki/Q181790","display_name":"Composite material","level":1,"score":0.0},{"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},{"id":"https://openalex.org/C87976508","wikidata":"https://www.wikidata.org/wiki/Q1498213","display_name":"Microstructure","level":2,"score":0.0},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1007/s10845-021-01829-5","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10845-021-01829-5","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:RePEc:spr:joinma:v:34:y:2023:i:2:d:10.1007_s10845-021-01829-5","is_oa":false,"landing_page_url":"http://link.springer.com/10.1007/s10845-021-01829-5","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":null,"sustainable_development_goals":[{"display_name":"Climate action","score":0.44999998807907104,"id":"https://metadata.un.org/sdg/13"}],"awards":[{"id":"https://openalex.org/G1276794983","display_name":null,"funder_award_id":"No.2020M682397","funder_id":"https://openalex.org/F4320335443","funder_display_name":"Postdoctoral Research Foundation of China"},{"id":"https://openalex.org/G537429935","display_name":null,"funder_award_id":"No. 18-163-00-TS-004-033-01","funder_id":"https://openalex.org/F4320325551","funder_display_name":"National Defense Pre-Research Foundation of China"},{"id":"https://openalex.org/G7597885099","display_name":null,"funder_award_id":"No. 51805179","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320325551","display_name":"National Defense Pre-Research Foundation of China","ror":null},{"id":"https://openalex.org/F4320335443","display_name":"Postdoctoral Research Foundation of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1904365287","https://openalex.org/W2014521333","https://openalex.org/W2023758491","https://openalex.org/W2027137968","https://openalex.org/W2097117768","https://openalex.org/W2155541015","https://openalex.org/W2160815625","https://openalex.org/W2183341477","https://openalex.org/W2194775991","https://openalex.org/W2412321691","https://openalex.org/W2532053579","https://openalex.org/W2559955828","https://openalex.org/W2561189894","https://openalex.org/W2593239660","https://openalex.org/W2595657631","https://openalex.org/W2618530766","https://openalex.org/W2732304117","https://openalex.org/W2763583057","https://openalex.org/W2771371125","https://openalex.org/W2783000019","https://openalex.org/W2790582514","https://openalex.org/W2791906054","https://openalex.org/W2794189045","https://openalex.org/W2796229351","https://openalex.org/W2887280559","https://openalex.org/W2887782657","https://openalex.org/W2893243612","https://openalex.org/W2916091221","https://openalex.org/W2946048316","https://openalex.org/W2946987235","https://openalex.org/W2952025569","https://openalex.org/W2956046114","https://openalex.org/W2962453790","https://openalex.org/W2962835968","https://openalex.org/W2962949934","https://openalex.org/W2964252002","https://openalex.org/W2972112647","https://openalex.org/W2976565685","https://openalex.org/W2997994114","https://openalex.org/W3015276433","https://openalex.org/W3024499355","https://openalex.org/W3034095499","https://openalex.org/W3043348598","https://openalex.org/W3049618663","https://openalex.org/W3095644653","https://openalex.org/W3126769568","https://openalex.org/W3200800350"],"related_works":["https://openalex.org/W3117076848","https://openalex.org/W2889937250","https://openalex.org/W3061217114","https://openalex.org/W3183901164","https://openalex.org/W2951211570","https://openalex.org/W3135818718","https://openalex.org/W4290188444","https://openalex.org/W3003905048","https://openalex.org/W2253429366","https://openalex.org/W3127975138"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":17},{"year":2023,"cited_by_count":19},{"year":2022,"cited_by_count":10}],"updated_date":"2026-03-28T08:17:26.163206","created_date":"2025-10-10T00:00:00"}
