{"id":"https://openalex.org/W4322733148","doi":"https://doi.org/10.1007/s10462-023-10438-y","title":"An efficient lightweight convolutional neural network for industrial surface defect detection","display_name":"An efficient lightweight convolutional neural network for industrial surface defect detection","publication_year":2023,"publication_date":"2023-03-01","ids":{"openalex":"https://openalex.org/W4322733148","doi":"https://doi.org/10.1007/s10462-023-10438-y"},"language":"en","primary_location":{"id":"doi:10.1007/s10462-023-10438-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10438-y","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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 Intelligence Review","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/A5045879529","display_name":"Dehua Zhang","orcid":"https://orcid.org/0000-0001-8623-8439"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dehua Zhang","raw_affiliation_strings":["School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010886799","display_name":"Xinyuan Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinyuan Hao","raw_affiliation_strings":["School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5085233751","display_name":"Dechen Wang","orcid":"https://orcid.org/0000-0002-8323-566X"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dechen Wang","raw_affiliation_strings":["School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5069540002","display_name":"Chunbin Qin","orcid":"https://orcid.org/0000-0002-8238-5922"},"institutions":[{"id":"https://openalex.org/I173899330","display_name":"Henan University","ror":"https://ror.org/003xyzq10","country_code":"CN","type":"education","lineage":["https://openalex.org/I173899330"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunbin Qin","raw_affiliation_strings":["School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Artificial Intelligence, Henan University, Zhengzhou, 450046, Henan, China","institution_ids":["https://openalex.org/I173899330"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074387543","display_name":"Bo Zhao","orcid":"https://orcid.org/0000-0002-7684-7342"},"institutions":[{"id":"https://openalex.org/I25254941","display_name":"Beijing Normal University","ror":"https://ror.org/022k4wk35","country_code":"CN","type":"education","lineage":["https://openalex.org/I25254941"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Bo Zhao","raw_affiliation_strings":["School of Systems Science, Beijing Normal University, Beijing, Beijing, 100875, China"],"raw_orcid":"https://orcid.org/0000-0002-7684-7342","affiliations":[{"raw_affiliation_string":"School of Systems Science, Beijing Normal University, Beijing, Beijing, 100875, China","institution_ids":["https://openalex.org/I25254941"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102506591","display_name":"Linlin Liang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Linlin Liang","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi\u2019an, 710126, Shanxi, China","School of Cyber Engineering, Xidian University, Xi'an, 710126, Shanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi\u2019an, 710126, Shanxi, China","institution_ids":["https://openalex.org/I149594827"]},{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi'an, 710126, Shanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100431969","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0003-2860-1783"},"institutions":[{"id":"https://openalex.org/I4210110718","display_name":"Nanyang Normal University","ror":"https://ror.org/01f7yer47","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210110718"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["College of Electromechanic Engineering, Nanyang Normal University, Nanyang, 473061, Henan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Electromechanic Engineering, Nanyang Normal University, Nanyang, 473061, Henan, China","institution_ids":["https://openalex.org/I4210110718"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5074387543"],"corresponding_institution_ids":["https://openalex.org/I25254941"],"apc_list":{"value":2490,"currency":"EUR","value_usd":3090},"apc_paid":null,"fwci":34.3757,"has_fulltext":false,"cited_by_count":176,"citation_normalized_percentile":{"value":0.99849214,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"56","issue":"9","first_page":"10651","last_page":"10677"},"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":0.9998999834060669,"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":0.9998999834060669,"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":0.9876000285148621,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9873999953269958,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8733587861061096},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7763806581497192},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6459338665008545},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5344986319541931},{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.5325649380683899},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.5188756585121155},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5016088485717773},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.49542081356048584},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.45969855785369873},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3378387689590454}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8733587861061096},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7763806581497192},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6459338665008545},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5344986319541931},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5325649380683899},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.5188756585121155},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5016088485717773},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.49542081356048584},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.45969855785369873},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3378387689590454},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s10462-023-10438-y","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s10462-023-10438-y","pdf_url":null,"source":{"id":"https://openalex.org/S122814990","display_name":"Artificial Intelligence Review","issn_l":"0269-2821","issn":["0269-2821","1573-7462"],"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 Intelligence Review","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","display_name":"Industry, innovation and infrastructure","score":0.6399999856948853}],"awards":[{"id":"https://openalex.org/G4132651293","display_name":null,"funder_award_id":"62001359","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5235287002","display_name":null,"funder_award_id":"20A120005","funder_id":"https://openalex.org/F4320335955","funder_display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province"},{"id":"https://openalex.org/G5813194557","display_name":null,"funder_award_id":"21B120001","funder_id":"https://openalex.org/F4320335955","funder_display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province"},{"id":"https://openalex.org/G6927519788","display_name":null,"funder_award_id":"61973330","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/F4320335955","display_name":"Key Scientific Research Project of Colleges and Universities in Henan Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1975020933","https://openalex.org/W2039051707","https://openalex.org/W2042746038","https://openalex.org/W2065301447","https://openalex.org/W2078087367","https://openalex.org/W2109255472","https://openalex.org/W2141039252","https://openalex.org/W2146655125","https://openalex.org/W2158424441","https://openalex.org/W2193145675","https://openalex.org/W2293457052","https://openalex.org/W2565639579","https://openalex.org/W2567670872","https://openalex.org/W2598457882","https://openalex.org/W2741033153","https://openalex.org/W2768955070","https://openalex.org/W2773780472","https://openalex.org/W2810209001","https://openalex.org/W2884561390","https://openalex.org/W2884585870","https://openalex.org/W2897689496","https://openalex.org/W2917663261","https://openalex.org/W2962766617","https://openalex.org/W2963163009","https://openalex.org/W2963263347","https://openalex.org/W2963420686","https://openalex.org/W2963857746","https://openalex.org/W2964156315","https://openalex.org/W2972875638","https://openalex.org/W2981156933","https://openalex.org/W2982083293","https://openalex.org/W2998291476","https://openalex.org/W2998896153","https://openalex.org/W3013984308","https://openalex.org/W3018757597","https://openalex.org/W3034552520","https://openalex.org/W3034971973","https://openalex.org/W3035414587","https://openalex.org/W3042916480","https://openalex.org/W3048429615","https://openalex.org/W3106250896","https://openalex.org/W3111404230","https://openalex.org/W3120943932","https://openalex.org/W3124828689","https://openalex.org/W3137088683","https://openalex.org/W3176378302","https://openalex.org/W3177052299","https://openalex.org/W3184439416","https://openalex.org/W3195969653","https://openalex.org/W3214603118","https://openalex.org/W4200533030","https://openalex.org/W4205437765","https://openalex.org/W4205919232","https://openalex.org/W4210692332","https://openalex.org/W4210866249","https://openalex.org/W4293584584","https://openalex.org/W4294674004","https://openalex.org/W4297775537","https://openalex.org/W4301872509","https://openalex.org/W4312267432"],"related_works":["https://openalex.org/W4226493464","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W2949096641","https://openalex.org/W2969228573","https://openalex.org/W2970686063","https://openalex.org/W4320729701","https://openalex.org/W2963690996","https://openalex.org/W4254103348"],"abstract_inverted_index":null,"counts_by_year":[{"year":2026,"cited_by_count":34},{"year":2025,"cited_by_count":91},{"year":2024,"cited_by_count":41},{"year":2023,"cited_by_count":10}],"updated_date":"2026-05-06T08:25:59.206177","created_date":"2025-10-10T00:00:00"}
