{"id":"https://openalex.org/W4413802678","doi":"https://doi.org/10.1007/s11554-025-01751-6","title":"GF-few: a real-time lightweight Gaussian feature enhanced few-shot network for industrial defect detection","display_name":"GF-few: a real-time lightweight Gaussian feature enhanced few-shot network for industrial defect detection","publication_year":2025,"publication_date":"2025-08-29","ids":{"openalex":"https://openalex.org/W4413802678","doi":"https://doi.org/10.1007/s11554-025-01751-6"},"language":"en","primary_location":{"id":"doi:10.1007/s11554-025-01751-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11554-025-01751-6","pdf_url":null,"source":{"id":"https://openalex.org/S11282291","display_name":"Journal of Real-Time Image Processing","issn_l":"1861-8200","issn":["1861-8200","1861-8219"],"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 Real-Time Image Processing","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/A5101472112","display_name":"Q. Ma","orcid":"https://orcid.org/0000-0002-9775-1032"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]},{"id":"https://openalex.org/I4210136859","display_name":"Xi\u2019an University of Posts and Telecommunications","ror":"https://ror.org/04jn0td46","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210136859"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiurui Ma","raw_affiliation_strings":["School of Digital Arts, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, 710061, China","School of Mechanical and Precision Instrument Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","School of Digital Arts, Xi'an University of Posts and Telecommunications, Xi'an, 710061, China","School of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Digital Arts, Xi\u2019an University of Posts and Telecommunications, Xi\u2019an, 710061, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Mechanical and Precision Instrument Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Digital Arts, Xi'an University of Posts and Telecommunications, Xi'an, 710061, China","institution_ids":["https://openalex.org/I4210136859"]},{"raw_affiliation_string":"School of Mechanical and Precision Instrument Engineering, Xi'an University of Technology, Xi'an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110563016","display_name":"Erhu Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Erhu Zhang","raw_affiliation_strings":["Department of Information Science, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","Department of Information Science, Xi'an University of Technology, Xi'an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Department of Information Science, Xi'an University of Technology, Xi'an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091623026","display_name":"Yajun Chen","orcid":"https://orcid.org/0000-0002-3854-157X"},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yajun Chen","raw_affiliation_strings":["Department of Information Science, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","Department of Information Science, Xi'an University of Technology, Xi'an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Information Science, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"Department of Information Science, Xi'an University of Technology, Xi'an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101071437","display_name":"Jinghong Duan","orcid":null},"institutions":[{"id":"https://openalex.org/I4210131919","display_name":"Xi'an University of Technology","ror":"https://ror.org/038avdt50","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210131919"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinghong Duan","raw_affiliation_strings":["School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, 710048, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Engineering, Xi\u2019an University of Technology, Xi\u2019an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]},{"raw_affiliation_string":"School of Computer Science and Engineering, Xi'an University of Technology, Xi'an, 710048, China","institution_ids":["https://openalex.org/I4210131919"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5110563016"],"corresponding_institution_ids":["https://openalex.org/I4210131919"],"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":0.28198649,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":"5","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":0.9993000030517578,"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":0.9993000030517578,"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":0.9973999857902527,"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/T12169","display_name":"Non-Destructive Testing Techniques","score":0.9939000010490417,"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/feature","display_name":"Feature (linguistics)","score":0.6709237098693848},{"id":"https://openalex.org/keywords/shot","display_name":"Shot (pellet)","score":0.6257760524749756},{"id":"https://openalex.org/keywords/gaussian","display_name":"Gaussian","score":0.5472415089607239},{"id":"https://openalex.org/keywords/single-shot","display_name":"Single shot","score":0.5289053320884705},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5057086944580078},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4060781002044678},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3593646287918091},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.34829652309417725},{"id":"https://openalex.org/keywords/materials-science","display_name":"Materials science","score":0.3024870753288269},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.22662115097045898},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15487536787986755},{"id":"https://openalex.org/keywords/metallurgy","display_name":"Metallurgy","score":0.07336783409118652}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6709237098693848},{"id":"https://openalex.org/C2778344882","wikidata":"https://www.wikidata.org/wiki/Q278938","display_name":"Shot (pellet)","level":2,"score":0.6257760524749756},{"id":"https://openalex.org/C163716315","wikidata":"https://www.wikidata.org/wiki/Q901177","display_name":"Gaussian","level":2,"score":0.5472415089607239},{"id":"https://openalex.org/C3019835501","wikidata":"https://www.wikidata.org/wiki/Q1310130","display_name":"Single shot","level":2,"score":0.5289053320884705},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5057086944580078},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4060781002044678},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3593646287918091},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.34829652309417725},{"id":"https://openalex.org/C192562407","wikidata":"https://www.wikidata.org/wiki/Q228736","display_name":"Materials science","level":0,"score":0.3024870753288269},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.22662115097045898},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15487536787986755},{"id":"https://openalex.org/C191897082","wikidata":"https://www.wikidata.org/wiki/Q11467","display_name":"Metallurgy","level":1,"score":0.07336783409118652},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/s11554-025-01751-6","is_oa":false,"landing_page_url":"https://doi.org/10.1007/s11554-025-01751-6","pdf_url":null,"source":{"id":"https://openalex.org/S11282291","display_name":"Journal of Real-Time Image Processing","issn_l":"1861-8200","issn":["1861-8200","1861-8219"],"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 Real-Time Image Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8877342198","display_name":null,"funder_award_id":"Grant No. 62273273","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"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":38,"referenced_works":["https://openalex.org/W2012496675","https://openalex.org/W2113101204","https://openalex.org/W2125150158","https://openalex.org/W2132083787","https://openalex.org/W2279236905","https://openalex.org/W2525579820","https://openalex.org/W2791709739","https://openalex.org/W2888407265","https://openalex.org/W2905163589","https://openalex.org/W2907868778","https://openalex.org/W2911923560","https://openalex.org/W2953989358","https://openalex.org/W2963078159","https://openalex.org/W2963599420","https://openalex.org/W2979396152","https://openalex.org/W2990230185","https://openalex.org/W3033696290","https://openalex.org/W3035487542","https://openalex.org/W3047258141","https://openalex.org/W3085410595","https://openalex.org/W3103800650","https://openalex.org/W3104156061","https://openalex.org/W3158691894","https://openalex.org/W3211193475","https://openalex.org/W4214573368","https://openalex.org/W4317672152","https://openalex.org/W4367397193","https://openalex.org/W4376631578","https://openalex.org/W4386492140","https://openalex.org/W4386760147","https://openalex.org/W4387681990","https://openalex.org/W4391365575","https://openalex.org/W4392309443","https://openalex.org/W4400975126","https://openalex.org/W4403420160","https://openalex.org/W4408773636","https://openalex.org/W4414314527","https://openalex.org/W7083290680"],"related_works":["https://openalex.org/W3142396426","https://openalex.org/W2471333042","https://openalex.org/W4396643691","https://openalex.org/W4409177797","https://openalex.org/W4404739899","https://openalex.org/W4402383816","https://openalex.org/W2955491601","https://openalex.org/W146529714","https://openalex.org/W4402559869","https://openalex.org/W4230158770"],"abstract_inverted_index":null,"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}
