{"id":"https://openalex.org/W4321063674","doi":"https://doi.org/10.1109/m2vip55626.2022.10041057","title":"Visual inspection system for CNC turning tool wear based on transfer learning","display_name":"Visual inspection system for CNC turning tool wear based on transfer learning","publication_year":2022,"publication_date":"2022-11-16","ids":{"openalex":"https://openalex.org/W4321063674","doi":"https://doi.org/10.1109/m2vip55626.2022.10041057"},"language":"en","primary_location":{"id":"doi:10.1109/m2vip55626.2022.10041057","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/m2vip55626.2022.10041057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 28th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","raw_type":"proceedings-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/A5101541733","display_name":"Xin Jiang","orcid":"https://orcid.org/0000-0003-4141-1538"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Xin Jiang","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100643311","display_name":"Zhisheng Zhang","orcid":"https://orcid.org/0000-0002-8084-6270"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhisheng Zhang","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5039752124","display_name":"Qiang Wang","orcid":"https://orcid.org/0000-0002-1393-2443"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084049902","display_name":"Peng Meng","orcid":"https://orcid.org/0000-0002-7286-6677"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Meng","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112121793","display_name":"Min Dai","orcid":"https://orcid.org/0000-0002-1301-7982"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Min Dai","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5025970821","display_name":"Haiying Wen","orcid":"https://orcid.org/0000-0001-7096-7581"},"institutions":[{"id":"https://openalex.org/I76569877","display_name":"Southeast University","ror":"https://ror.org/04ct4d772","country_code":"CN","type":"education","lineage":["https://openalex.org/I76569877"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haiying Wen","raw_affiliation_strings":["Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","School of Mechanical Engineering, Southeast University, SEU, Nanjing, China"],"affiliations":[{"raw_affiliation_string":"Southeast University, SEU,School of Mechanical Engineering,Nanjing,China","institution_ids":["https://openalex.org/I76569877"]},{"raw_affiliation_string":"School of Mechanical Engineering, Southeast University, SEU, Nanjing, China","institution_ids":["https://openalex.org/I76569877"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5101541733"],"corresponding_institution_ids":["https://openalex.org/I76569877"],"apc_list":null,"apc_paid":null,"fwci":0.1334,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.56719728,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":94},"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"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":0.9995999932289124,"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":0.9995999932289124,"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/T10188","display_name":"Advanced machining processes and optimization","score":0.9919000267982483,"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/T13049","display_name":"Surface Roughness and Optical Measurements","score":0.9690999984741211,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/flank","display_name":"Flank","score":0.785651683807373},{"id":"https://openalex.org/keywords/tool-wear","display_name":"Tool wear","score":0.6238234043121338},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.48580431938171387},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4817393124103546},{"id":"https://openalex.org/keywords/rake","display_name":"Rake","score":0.4606795907020569},{"id":"https://openalex.org/keywords/transfer-of-learning","display_name":"Transfer of learning","score":0.4589030146598816},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.446810781955719},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.36413389444351196},{"id":"https://openalex.org/keywords/machining","display_name":"Machining","score":0.3570382297039032},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.34854835271835327},{"id":"https://openalex.org/keywords/mechanical-engineering","display_name":"Mechanical engineering","score":0.22533440589904785}],"concepts":[{"id":"https://openalex.org/C2780395675","wikidata":"https://www.wikidata.org/wiki/Q1427103","display_name":"Flank","level":2,"score":0.785651683807373},{"id":"https://openalex.org/C2776450708","wikidata":"https://www.wikidata.org/wiki/Q6008734","display_name":"Tool wear","level":3,"score":0.6238234043121338},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.48580431938171387},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4817393124103546},{"id":"https://openalex.org/C2778855872","wikidata":"https://www.wikidata.org/wiki/Q7286559","display_name":"Rake","level":2,"score":0.4606795907020569},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4589030146598816},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.446810781955719},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.36413389444351196},{"id":"https://openalex.org/C523214423","wikidata":"https://www.wikidata.org/wiki/Q192047","display_name":"Machining","level":2,"score":0.3570382297039032},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.34854835271835327},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.22533440589904785},{"id":"https://openalex.org/C19165224","wikidata":"https://www.wikidata.org/wiki/Q23404","display_name":"Anthropology","level":1,"score":0.0},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/m2vip55626.2022.10041057","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/m2vip55626.2022.10041057","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 28th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W289943748","https://openalex.org/W1935515061","https://openalex.org/W2057121930","https://openalex.org/W2070427694","https://openalex.org/W2108598243","https://openalex.org/W2161663128","https://openalex.org/W2803411422","https://openalex.org/W2997780057","https://openalex.org/W3128707967","https://openalex.org/W3136563782","https://openalex.org/W3176449796"],"related_works":["https://openalex.org/W2116375036","https://openalex.org/W2066548111","https://openalex.org/W3176951549","https://openalex.org/W2649668864","https://openalex.org/W2086899395","https://openalex.org/W1997081159","https://openalex.org/W2077509611","https://openalex.org/W4386106522","https://openalex.org/W2079158476","https://openalex.org/W4377003861"],"abstract_inverted_index":{"A":[0],"set":[1],"of":[2,30,42,68,76,87],"CNC":[3,88],"turning":[4,43],"tool":[5,17,53,69],"wear":[6,18,55,71,79],"detection":[7,56],"system":[8,35],"is":[9,49,62],"designed":[10],"in":[11,20],"this":[12,25],"study,":[13,26],"aiming":[14],"at":[15],"the":[16,21,27,31,37,66,74,78,83],"problem":[19],"manufacturing":[22],"process.":[23],"In":[24],"overall":[28],"scheme":[29],"on-machine":[32],"image":[33],"acquisition":[34],"for":[36],"rake":[38],"and":[39,51,73,85],"flank":[40,54,70],"faces":[41],"tools":[44],"based":[45,58],"on":[46,59],"machine":[47],"vision":[48],"designed,":[50],"a":[52],"method":[57],"deep":[60],"learning":[61],"proposed":[63],"to":[64],"achieve":[65],"classification":[67],"status":[72],"purpose":[75],"identifying":[77],"area,":[80],"which":[81],"improves":[82],"precision":[84],"efficiency":[86],"turning.":[89]},"counts_by_year":[{"year":2024,"cited_by_count":1}],"updated_date":"2025-12-23T23:11:35.936235","created_date":"2025-10-10T00:00:00"}