{"id":"https://openalex.org/W4407168491","doi":"https://doi.org/10.1109/access.2025.3539350","title":"GLF-NET: Global and Local Dynamic Feature Fusion Network for Real-Time Steel Strip Surface Defect Detection","display_name":"GLF-NET: Global and Local Dynamic Feature Fusion Network for Real-Time Steel Strip Surface Defect Detection","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407168491","doi":"https://doi.org/10.1109/access.2025.3539350"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3539350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539350","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3539350","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100525899","display_name":"Yunfei Ma","orcid":"https://orcid.org/0009-0000-0240-8948"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yunfei Ma","raw_affiliation_strings":["Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China"],"raw_orcid":"https://orcid.org/0009-0000-0240-8948","affiliations":[{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044542322","display_name":"Zhaohui Zhang","orcid":"https://orcid.org/0009-0001-7737-7274"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhaohui Zhang","raw_affiliation_strings":["Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China"],"raw_orcid":"https://orcid.org/0009-0001-7737-7274","affiliations":[{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shaocheng Ma","orcid":"https://orcid.org/0009-0004-6236-7083"},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shaocheng Ma","raw_affiliation_strings":["Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China"],"raw_orcid":"https://orcid.org/0009-0004-6236-7083","affiliations":[{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086262439","display_name":"Kailun Shi","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kailun Shi","raw_affiliation_strings":["Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China"],"raw_orcid":"https://orcid.org/0009-0006-2688-8329","affiliations":[{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102561800","display_name":"Chenglong Fan","orcid":null},"institutions":[{"id":"https://openalex.org/I94611258","display_name":"Hebei Normal University","ror":"https://ror.org/004rbbw49","country_code":"CN","type":"education","lineage":["https://openalex.org/I94611258"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chenglong Fan","raw_affiliation_strings":["Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China"],"raw_orcid":"https://orcid.org/0009-0003-9636-8503","affiliations":[{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, College of Computer and Cyber Security, Hebei Normal University, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]},{"raw_affiliation_string":"Hebei Provincial Engineering Research Center for Supply Chain Big Data Analytics &#x0026; Data Security, College of Computer and Cyber Security, Hebei Normal University, Hebei Provincial Key Laboratory of Network &#x0026; Information Security, Shijiazhuang, China","institution_ids":["https://openalex.org/I94611258"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I94611258"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.3366,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.87177145,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"26063","last_page":"26078"},"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":0.9994999766349792,"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":0.9994999766349792,"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":0.9664999842643738,"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/T10834","display_name":"Welding Techniques and Residual Stresses","score":0.9639000296592712,"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":0.6506339907646179},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.608613133430481},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5320549607276917},{"id":"https://openalex.org/keywords/net","display_name":"Net (polyhedron)","score":0.5238432884216309},{"id":"https://openalex.org/keywords/surface","display_name":"Surface (topology)","score":0.45573267340660095},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.41970115900039673},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3496544361114502},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.34878790378570557},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.06347644329071045}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6506339907646179},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.608613133430481},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5320549607276917},{"id":"https://openalex.org/C14166107","wikidata":"https://www.wikidata.org/wiki/Q253829","display_name":"Net (polyhedron)","level":2,"score":0.5238432884216309},{"id":"https://openalex.org/C2776799497","wikidata":"https://www.wikidata.org/wiki/Q484298","display_name":"Surface (topology)","level":2,"score":0.45573267340660095},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.41970115900039673},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3496544361114502},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.34878790378570557},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.06347644329071045},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","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/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2025.3539350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539350","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:dce93c8d02ed4d7aa37b3cbbd094ba76","is_oa":true,"landing_page_url":"https://doaj.org/article/dce93c8d02ed4d7aa37b3cbbd094ba76","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 13, Pp 26063-26078 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3539350","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3539350","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3460365845","display_name":null,"funder_award_id":"A2022205028","funder_id":"https://openalex.org/F4320322163","funder_display_name":"Natural Science Foundation of Hebei Province"},{"id":"https://openalex.org/G5327017978","display_name":null,"funder_award_id":"CXZZSS2024048","funder_id":"https://openalex.org/F4320336591","funder_display_name":"Hebei Province Graduate Innovation Funding Project"}],"funders":[{"id":"https://openalex.org/F4320322163","display_name":"Natural Science Foundation of Hebei Province","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336591","display_name":"Hebei Province Graduate Innovation Funding Project","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":63,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1536680647","https://openalex.org/W2088049833","https://openalex.org/W2092072518","https://openalex.org/W2102605133","https://openalex.org/W2155903085","https://openalex.org/W2161969291","https://openalex.org/W2163352848","https://openalex.org/W2193145675","https://openalex.org/W2194775991","https://openalex.org/W2229332794","https://openalex.org/W2565639579","https://openalex.org/W2601564443","https://openalex.org/W2752782242","https://openalex.org/W2962766617","https://openalex.org/W2963037989","https://openalex.org/W2963150697","https://openalex.org/W2963299996","https://openalex.org/W2963351448","https://openalex.org/W2963446712","https://openalex.org/W2963857746","https://openalex.org/W2964241181","https://openalex.org/W2990763144","https://openalex.org/W2994615081","https://openalex.org/W3012159060","https://openalex.org/W3018757597","https://openalex.org/W3034552520","https://openalex.org/W3034971973","https://openalex.org/W3035396860","https://openalex.org/W3041874265","https://openalex.org/W3093125336","https://openalex.org/W3108566774","https://openalex.org/W3162418282","https://openalex.org/W3163646131","https://openalex.org/W3176187859","https://openalex.org/W3177052299","https://openalex.org/W3194790201","https://openalex.org/W4206634018","https://openalex.org/W4225321635","https://openalex.org/W4239510810","https://openalex.org/W4281790833","https://openalex.org/W4289752563","https://openalex.org/W4297676427","https://openalex.org/W4360838197","https://openalex.org/W4367314071","https://openalex.org/W4378574635","https://openalex.org/W4385731973","https://openalex.org/W4386076325","https://openalex.org/W4386108434","https://openalex.org/W4387801836","https://openalex.org/W4388807184","https://openalex.org/W4392309508","https://openalex.org/W4392543798","https://openalex.org/W4398775141","https://openalex.org/W4399574141","https://openalex.org/W4399575711","https://openalex.org/W4402754006","https://openalex.org/W4403770406","https://openalex.org/W4404628801","https://openalex.org/W6638444622","https://openalex.org/W6750227808","https://openalex.org/W6784094891","https://openalex.org/W6868582632"],"related_works":["https://openalex.org/W2912321008","https://openalex.org/W1998607122","https://openalex.org/W2324368075","https://openalex.org/W2972124131","https://openalex.org/W338149487","https://openalex.org/W4403012196","https://openalex.org/W2972032537","https://openalex.org/W150363521","https://openalex.org/W3154107650","https://openalex.org/W2613671004"],"abstract_inverted_index":{"Surface":[0],"defect":[1,28,180,217,225],"detection":[2,200,218],"plays":[3],"a":[4,45,138],"crucial":[5],"role":[6],"in":[7,26,62,224],"ensuring":[8],"the":[9,18,63,66,70,80,88,112,117,120,129,150,155,158,175,212],"quality":[10],"standards":[11],"of":[12,68,72,77,82,91,95,116,154,161,190,202,215],"hot-rolled":[13],"steel":[14,177],"strips.":[15],"To":[16],"meet":[17],"demands":[19,214],"for":[20,135],"high":[21],"precision":[22],"and":[23,50,60,74,100,109,127,147,167],"real-time":[24,213],"performance":[25],"industrial":[27,216],"detection,":[29],"this":[30],"paper":[31],"introduces":[32],"an":[33,53,97,186,198],"improved":[34],"one-stage":[35],"detector":[36],"based":[37],"on":[38,44,174],"YOLOv5s,":[39],"named":[40],"GLF-NET,":[41],"that":[42,183],"focuses":[43],"good":[46],"balance":[47],"between":[48,123],"speed":[49,201],"precision.":[51],"Firstly,":[52],"Attention":[54],"Augmented":[55,142],"Module":[56,143],"(AAM)":[57],"is":[58,107,145,228],"proposed":[59,146],"used":[61],"backbone,":[64],"with":[65,164,197],"aim":[67],"minimizing":[69],"loss":[71],"semantic":[73,121],"location":[75],"information":[76],"defects":[78,163],"during":[79],"process":[81],"feature":[83,125],"extraction.":[84],"Secondly,":[85],"to":[86,131],"enrich":[87],"model\u2019s":[89],"capacity":[90],"representing":[92],"multi-scale":[93],"features":[94,134],"defects,":[96],"innovative":[98],"Global":[99],"Local":[101],"Dynamic":[102],"Feature":[103],"Fusion":[104],"(GLF)":[105],"module":[106],"designed":[108],"plugged":[110],"into":[111,149],"top-down":[113],"FPN":[114],"part":[115],"neck,":[118,156],"bridging":[119],"gap":[122],"different":[124],"layers":[126],"enabling":[128],"model":[130],"adaptively":[132],"select":[133],"fusion.":[136],"Additionally,":[137],"novel":[139],"Receptive":[140],"Field":[141],"(RFA)":[144],"integrated":[148],"bottom-up":[151],"PAN":[152],"structure":[153],"enhancing":[157],"detector\u2019s":[159],"ability":[160],"perceiving":[162],"irregular":[165],"shapes":[166],"large":[168],"aspect":[169],"ratios.":[170],"Extensive":[171],"experimental":[172],"results":[173],"NEU-DET":[176],"strip":[178],"surface":[179],"dataset":[181],"demonstrate":[182],"GLF-NET":[184,208],"obtains":[185],"impressive":[187,199],"mAP":[188],"value":[189],"79.2%,":[191],"exceeding":[192],"YOLOv5s":[193],"by":[194],"4.2%.":[195],"Furthermore,":[196],"95":[203],"Frames":[204],"Per":[205],"Second":[206],"(FPS),":[207],"not":[209],"only":[210],"meets":[211],"but":[219],"also":[220],"demonstrates":[221],"exceptional":[222],"capabilities":[223],"detection.":[226],"Code":[227],"available":[229],"athttps://github.com/MYF1124/GLF-NET.":[230]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
