{"id":"https://openalex.org/W4390591015","doi":"https://doi.org/10.1109/access.2024.3349978","title":"Lightweight Detection Model RM-LFPN-YOLO for Rebar Counting","display_name":"Lightweight Detection Model RM-LFPN-YOLO for Rebar Counting","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4390591015","doi":"https://doi.org/10.1109/access.2024.3349978"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3349978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3349978","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10380575.pdf","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":null,"license_id":null,"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://ieeexplore.ieee.org/ielx7/6287639/6514899/10380575.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5055286234","display_name":"Haodong Liu","orcid":"https://orcid.org/0009-0001-3900-432X"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Haodong Liu","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5052385882","display_name":"Wansheng Cheng","orcid":"https://orcid.org/0009-0002-3385-2018"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wansheng Cheng","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China"],"raw_orcid":"https://orcid.org/0009-0002-3385-2018","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100766916","display_name":"Chun-Wei Li","orcid":"https://orcid.org/0000-0003-4602-1504"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunwei Li","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000855411","display_name":"Yaowen Xu","orcid":"https://orcid.org/0000-0002-5356-565X"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yaowen Xu","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I114117164"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072886997","display_name":"Song Fan","orcid":"https://orcid.org/0000-0003-3131-6238"},"institutions":[{"id":"https://openalex.org/I114117164","display_name":"University of Science and Technology Liaoning","ror":"https://ror.org/03grx7119","country_code":"CN","type":"education","lineage":["https://openalex.org/I114117164"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Song Fan","raw_affiliation_strings":["School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China"],"raw_orcid":"https://orcid.org/0000-0003-3131-6238","affiliations":[{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, China","institution_ids":["https://openalex.org/I114117164"]},{"raw_affiliation_string":"School of Electronic and Information Engineering, University of Science and Technology Liaoning, Anshan, Liaoning, China","institution_ids":["https://openalex.org/I114117164"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I114117164"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":2.6568,"has_fulltext":true,"cited_by_count":13,"citation_normalized_percentile":{"value":0.90617552,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"12","issue":null,"first_page":"3936","last_page":"3947"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9900000095367432,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9900000095367432,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.989300012588501,"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/T12702","display_name":"Brain Tumor Detection and Classification","score":0.9869999885559082,"subfield":{"id":"https://openalex.org/subfields/2808","display_name":"Neurology"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/pyramid","display_name":"Pyramid (geometry)","score":0.7668323516845703},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7227147221565247},{"id":"https://openalex.org/keywords/intersection","display_name":"Intersection (aeronautics)","score":0.6635013818740845},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6352909207344055},{"id":"https://openalex.org/keywords/pixel","display_name":"Pixel","score":0.6008479595184326},{"id":"https://openalex.org/keywords/rebar","display_name":"Rebar","score":0.5552882552146912},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5526953339576721},{"id":"https://openalex.org/keywords/object-detection","display_name":"Object detection","score":0.5073906779289246},{"id":"https://openalex.org/keywords/backbone-network","display_name":"Backbone network","score":0.49947214126586914},{"id":"https://openalex.org/keywords/function","display_name":"Function (biology)","score":0.4647117853164673},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4276793897151947},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3810470402240753},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.15067949891090393},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.1079549789428711},{"id":"https://openalex.org/keywords/telecommunications","display_name":"Telecommunications","score":0.10254591703414917},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.07338857650756836},{"id":"https://openalex.org/keywords/structural-engineering","display_name":"Structural engineering","score":0.07312947511672974}],"concepts":[{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.7668323516845703},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7227147221565247},{"id":"https://openalex.org/C64543145","wikidata":"https://www.wikidata.org/wiki/Q162942","display_name":"Intersection (aeronautics)","level":2,"score":0.6635013818740845},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6352909207344055},{"id":"https://openalex.org/C160633673","wikidata":"https://www.wikidata.org/wiki/Q355198","display_name":"Pixel","level":2,"score":0.6008479595184326},{"id":"https://openalex.org/C2778664469","wikidata":"https://www.wikidata.org/wiki/Q150425","display_name":"Rebar","level":2,"score":0.5552882552146912},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5526953339576721},{"id":"https://openalex.org/C2776151529","wikidata":"https://www.wikidata.org/wiki/Q3045304","display_name":"Object detection","level":3,"score":0.5073906779289246},{"id":"https://openalex.org/C88796919","wikidata":"https://www.wikidata.org/wiki/Q1142907","display_name":"Backbone network","level":2,"score":0.49947214126586914},{"id":"https://openalex.org/C14036430","wikidata":"https://www.wikidata.org/wiki/Q3736076","display_name":"Function (biology)","level":2,"score":0.4647117853164673},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4276793897151947},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3810470402240753},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.15067949891090393},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.1079549789428711},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.10254591703414917},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.07338857650756836},{"id":"https://openalex.org/C66938386","wikidata":"https://www.wikidata.org/wiki/Q633538","display_name":"Structural engineering","level":1,"score":0.07312947511672974},{"id":"https://openalex.org/C78458016","wikidata":"https://www.wikidata.org/wiki/Q840400","display_name":"Evolutionary biology","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/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","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/C146978453","wikidata":"https://www.wikidata.org/wiki/Q3798668","display_name":"Aerospace engineering","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3349978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3349978","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10380575.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:0e3f91cdf3ca4544bac41da2a66483c1","is_oa":true,"landing_page_url":"https://doaj.org/article/0e3f91cdf3ca4544bac41da2a66483c1","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 12, Pp 3936-3947 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3349978","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3349978","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10380575.pdf","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":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4390591015.pdf","grobid_xml":"https://content.openalex.org/works/W4390591015.grobid-xml"},"referenced_works_count":45,"referenced_works":["https://openalex.org/W2061021253","https://openalex.org/W2117287331","https://openalex.org/W2183182206","https://openalex.org/W2183341477","https://openalex.org/W2279098554","https://openalex.org/W2565639579","https://openalex.org/W2607652657","https://openalex.org/W2752782242","https://openalex.org/W2884585870","https://openalex.org/W2922979017","https://openalex.org/W2947310821","https://openalex.org/W2949362021","https://openalex.org/W2950565945","https://openalex.org/W2953907326","https://openalex.org/W2960833983","https://openalex.org/W2963125010","https://openalex.org/W2963163009","https://openalex.org/W2998213123","https://openalex.org/W3018757597","https://openalex.org/W3034024180","https://openalex.org/W3034552520","https://openalex.org/W3121637738","https://openalex.org/W3122173535","https://openalex.org/W3128730996","https://openalex.org/W3132077035","https://openalex.org/W3157386596","https://openalex.org/W3161927037","https://openalex.org/W3177052299","https://openalex.org/W4210746697","https://openalex.org/W4214700196","https://openalex.org/W4283586395","https://openalex.org/W4285225203","https://openalex.org/W4287659058","https://openalex.org/W4297775537","https://openalex.org/W4297810817","https://openalex.org/W4312756483","https://openalex.org/W4380985972","https://openalex.org/W4384918448","https://openalex.org/W6695314431","https://openalex.org/W6737664043","https://openalex.org/W6753038380","https://openalex.org/W6763140103","https://openalex.org/W6777046832","https://openalex.org/W6784258811","https://openalex.org/W6854866820"],"related_works":["https://openalex.org/W2007566151","https://openalex.org/W2361446527","https://openalex.org/W2894651257","https://openalex.org/W2993564273","https://openalex.org/W4286907753","https://openalex.org/W3208389169","https://openalex.org/W3134004915","https://openalex.org/W3200590620","https://openalex.org/W4200172193","https://openalex.org/W4303926741"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"propose":[4],"a":[5,28,39,46,76],"novel":[6],"lightweight":[7,17,29,40,108],"detection":[8,120],"model":[9,26,109],"for":[10],"rebar":[11,119],"counting,":[12],"which":[13],"is":[14],"rectified":[15],"mobilenet":[16],"feature":[18,41],"pyramid":[19,42],"network":[20,31,43],"based":[21],"on":[22,113],"YOLO":[23],"(RM-LFPN-YOLO).":[24],"The":[25,106],"incorporates":[27],"backbone":[30],"that":[32,49,71],"integrates":[33],"the":[34,65],"coordinate":[35],"attention":[36],"(CA)":[37],"mechanism,":[38],"(LFPN),":[44],"and":[45,53,116,121],"loss":[47,52],"function":[48],"combines":[50],"focal":[51],"efficient":[54,118],"intersection":[55],"over":[56],"union":[57],"(EIOU)":[58],"loss,":[59],"all":[60],"meticulously":[61],"designed":[62],"to":[63],"enhance":[64],"model\u2019s":[66],"performance.":[67,123],"Experimental":[68],"results":[69],"demonstrate":[70],"our":[72],"improved":[73],"algorithm,":[74],"with":[75,84],"mere":[77],"25.08M":[78],"parameters,":[79],"computes":[80],"efficiently":[81],"at":[82,101],"7.60G":[83],"an":[85,94,102],"input":[86],"size":[87],"of":[88,99,104],"416":[89],"pixels.":[90],"Additionally,":[91],"it":[92],"achieves":[93],"impressive":[95],"average":[96],"precision":[97],"(AP)":[98],"99.03%":[100],"IOU":[103],"0.5.":[105],"proposed":[107],"can":[110],"be":[111],"deployed":[112],"embedded":[114],"devices":[115],"achieve":[117],"counting":[122]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":8},{"year":2024,"cited_by_count":3}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
