{"id":"https://openalex.org/W7131121453","doi":"https://doi.org/10.1007/s11227-026-08318-7","title":"CSG-YOLO: a model for detecting minor and irregular steel surface defects based on deformable convolution and cross-layer fusion","display_name":"CSG-YOLO: a model for detecting minor and irregular steel surface defects based on deformable convolution and cross-layer fusion","publication_year":2026,"publication_date":"2026-02-23","ids":{"openalex":"https://openalex.org/W7131121453","doi":"https://doi.org/10.1007/s11227-026-08318-7"},"language":"en","primary_location":{"id":"doi:10.1007/s11227-026-08318-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08318-7","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","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/A5035328582","display_name":"Guiru Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Guiru Liu","raw_affiliation_strings":["College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5126602456","display_name":"Le Chang","orcid":null},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Le Chang","raw_affiliation_strings":["College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031453187","display_name":"Lulin Wang","orcid":"https://orcid.org/0000-0001-7814-3245"},"institutions":[{"id":"https://openalex.org/I70908550","display_name":"Anhui Polytechnic University","ror":"https://ror.org/041sj0284","country_code":"CN","type":"education","lineage":["https://openalex.org/I70908550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lulin Wang","raw_affiliation_strings":["College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer and Information Science, Anhui Polytechnic University, Beijing Middle Road, Wuhu, 241000, Anhui, China","institution_ids":["https://openalex.org/I70908550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037419606","display_name":"Jian Sun","orcid":"https://orcid.org/0000-0001-7206-0641"},"institutions":[{"id":"https://openalex.org/I4210147760","display_name":"Wuhu Institute of Technology","ror":"https://ror.org/055hnk386","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210147760"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jian Sun","raw_affiliation_strings":["Electronic Radar (Wuhu) Technology Co. Ltd, Wanchun Middle Road, Wuhu, 241000, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Electronic Radar (Wuhu) Technology Co. Ltd, Wanchun Middle Road, Wuhu, 241000, Anhui, China","institution_ids":["https://openalex.org/I4210147760"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100443499","display_name":"Shuang Chen","orcid":"https://orcid.org/0000-0002-3220-3262"},"institutions":[{"id":"https://openalex.org/I4210144102","display_name":"Wuhu Hit Robot Technology Research Institute","ror":"https://ror.org/049w4dp92","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210144102"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Chen","raw_affiliation_strings":["Yangtze River Delta HIT Robot Technology Research Institute, Wanchun Middle Road, Wuhu, 241000, Anhui, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Yangtze River Delta HIT Robot Technology Research Institute, Wanchun Middle Road, Wuhu, 241000, Anhui, China","institution_ids":["https://openalex.org/I4210144102"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5035328582"],"corresponding_institution_ids":["https://openalex.org/I70908550"],"apc_list":{"value":2390,"currency":"EUR","value_usd":2990},"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.17452295,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"82","issue":"4","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.8259000182151794,"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"}},"topics":[{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.8259000182151794,"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"}},{"id":"https://openalex.org/T12111","display_name":"Industrial Vision Systems and Defect Detection","score":0.05139999836683273,"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/T11606","display_name":"Infrastructure Maintenance and Monitoring","score":0.01940000057220459,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.8041999936103821},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.711899995803833},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6395999789237976},{"id":"https://openalex.org/keywords/pooling","display_name":"Pooling","score":0.5763999819755554},{"id":"https://openalex.org/keywords/flexibility","display_name":"Flexibility (engineering)","score":0.5594000220298767},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.5020999908447266},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.46970000863075256},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4648999869823456}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8256999850273132},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.8041999936103821},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.711899995803833},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6395999789237976},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5785999894142151},{"id":"https://openalex.org/C70437156","wikidata":"https://www.wikidata.org/wiki/Q7228652","display_name":"Pooling","level":2,"score":0.5763999819755554},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.5594000220298767},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.5020999908447266},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.46970000863075256},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4648999869823456},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.44859999418258667},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.39579999446868896},{"id":"https://openalex.org/C2779304628","wikidata":"https://www.wikidata.org/wiki/Q3503480","display_name":"Face (sociological concept)","level":2,"score":0.375900000333786},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.3538999855518341},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.3465000092983246},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3310000002384186},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.30959999561309814},{"id":"https://openalex.org/C111335779","wikidata":"https://www.wikidata.org/wiki/Q3454686","display_name":"Reduction (mathematics)","level":2,"score":0.2922999858856201},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.28380000591278076},{"id":"https://openalex.org/C69744172","wikidata":"https://www.wikidata.org/wiki/Q860822","display_name":"Image fusion","level":3,"score":0.2816999852657318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.2784000039100647},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.2662000060081482},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.25760000944137573},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.2554999887943268}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11227-026-08318-7","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11227-026-08318-7","pdf_url":null,"source":{"id":"https://openalex.org/S32326811","display_name":"The Journal of Supercomputing","issn_l":"0920-8542","issn":["0920-8542","1573-0484"],"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":"The Journal of Supercomputing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/9","score":0.5849595665931702,"display_name":"Industry, innovation and infrastructure"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W1969361207","https://openalex.org/W2008056655","https://openalex.org/W2010992449","https://openalex.org/W2058345835","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2565639579","https://openalex.org/W2570343428","https://openalex.org/W2601564443","https://openalex.org/W2884563051","https://openalex.org/W2963037989","https://openalex.org/W2963857746","https://openalex.org/W2964095005","https://openalex.org/W2964241181","https://openalex.org/W2998291476","https://openalex.org/W3137333070","https://openalex.org/W3140854437","https://openalex.org/W3174841041","https://openalex.org/W4210598935","https://openalex.org/W4285082122","https://openalex.org/W4303709937","https://openalex.org/W4309211739","https://openalex.org/W4323304780","https://openalex.org/W4378574635","https://openalex.org/W4386076325","https://openalex.org/W4388740232","https://openalex.org/W4388823657","https://openalex.org/W4403770406","https://openalex.org/W4415795831"],"related_works":[],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-02-24T06:20:37.074948","created_date":"2026-02-24T00:00:00"}
