{"id":"https://openalex.org/W7140237751","doi":"https://doi.org/10.1109/eeicai68535.2026.11441645","title":"Pose-Guided YOLOv10 with Multi-Scale Attention for Construction Site PPE Safety Monitoring","display_name":"Pose-Guided YOLOv10 with Multi-Scale Attention for Construction Site PPE Safety Monitoring","publication_year":2026,"publication_date":"2026-01-09","ids":{"openalex":"https://openalex.org/W7140237751","doi":"https://doi.org/10.1109/eeicai68535.2026.11441645"},"language":"en","primary_location":{"id":"doi:10.1109/eeicai68535.2026.11441645","doi":"https://doi.org/10.1109/eeicai68535.2026.11441645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eeicai68535.2026.11441645","pdf_url":null,"source":{"id":"https://openalex.org/S7407106750","display_name":"International Conference on Electrical Engineering, Intelligent Control and Artificial Intelligence (EEICAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Electrical Engineering, Intelligent Control and Artificial Intelligence (EEICAI)","raw_type":"proceedings-article"},"volume":null,"type":"conference-paper","is_traditional":true,"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/A5130532947","display_name":"Hesong Hu","orcid":"https://orcid.org/0009-0000-6014-109X","observed_orcids":["https://orcid.org/0009-0000-6014-109X"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hesong Hu","raw_affiliation_strings":["Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5135589411","display_name":"Hang Chen","orcid":"https://orcid.org/0000-0001-9717-7539","observed_orcids":["https://orcid.org/0000-0001-9717-7539","https://orcid.org/0009-0002-1602-2215"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hang Chen","raw_affiliation_strings":["Guangzhou Municipal Construction Croup Co., Ltd.,Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Municipal Construction Croup Co., Ltd.,Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127847294","display_name":"Chunlin Liu","orcid":"https://orcid.org/0009-0006-4031-6298","observed_orcids":["https://orcid.org/0009-0006-4031-6298","https://orcid.org/0009-0004-1869-9179"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Chunlin Liu","raw_affiliation_strings":["Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5127783481","display_name":"Hao Shen","orcid":"https://orcid.org/0009-0003-1040-4527","observed_orcids":["https://orcid.org/0009-0003-1040-4527"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hao Shen","raw_affiliation_strings":["Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5146630957","display_name":"Nianqi She","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Nianqi She","raw_affiliation_strings":["Guangzhou Municipal Construction Croup Co., Ltd.,Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou Municipal Construction Croup Co., Ltd.,Guangzhou Institute of Building Science Group Co., Ltd.,Guangzhou,China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5146631014","display_name":"Zewei Wu","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4210122543","display_name":"Guangdong Polytechnic Normal University","ror":"https://ror.org/02pcb5m77","country_code":"CN","type":"education","lineage":["https://openalex.org/I4210122543"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zewei Wu","raw_affiliation_strings":["Guangdong Polytechnic Normal University,School of Electronics and Information,Guangzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangdong Polytechnic Normal University,School of Electronics and Information,Guangzhou,China","institution_ids":["https://openalex.org/I4210122543"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"359","last_page":"362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10036","display_name":"Advanced Neural Network Applications","score":0.9945999979972839,"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":0.9945999979972839,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.0019000000320374966,"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/T10809","display_name":"Occupational Health and Safety Research","score":0.000699999975040555,"subfield":{"id":"https://openalex.org/subfields/3311","display_name":"Safety Research"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/personal-protective-equipment","display_name":"personal protective equipment","score":0.847000002861023},{"id":"https://openalex.org/keywords/construction-safety-monitoring","display_name":"construction safety monitoring","score":0.921999990940094},{"id":"https://openalex.org/keywords/yolov10","display_name":"YOLOv10","score":0.8820000290870667},{"id":"https://openalex.org/keywords/pose-estimation","display_name":"pose estimation","score":0.6600000262260437},{"id":"https://openalex.org/keywords/multiscale-attention","display_name":"multi-scale attention","score":0.8420000076293945},{"id":"https://openalex.org/keywords/cbam-attention","display_name":"CBAM attention","score":0.8799999952316284},{"id":"https://openalex.org/keywords/feature-pyramid-network","display_name":"feature pyramid network","score":0.6660000085830688},{"id":"https://openalex.org/keywords/decoupled-head","display_name":"decoupled head","score":0.8019999861717224},{"id":"https://openalex.org/keywords/occlusion-handling","display_name":"occlusion handling","score":0.824999988079071},{"id":"https://openalex.org/keywords/real-time-object-detection","display_name":"real-time object detection","score":0.7599999904632568}],"concepts":[{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6389999985694885},{"id":"https://openalex.org/C2780668467","wikidata":"https://www.wikidata.org/wiki/Q1333024","display_name":"Personal protective equipment","level":5,"score":0.6051999926567078},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.5055999755859375},{"id":"https://openalex.org/C142575187","wikidata":"https://www.wikidata.org/wiki/Q3358290","display_name":"Pyramid (geometry)","level":2,"score":0.5024999976158142},{"id":"https://openalex.org/C2777488183","wikidata":"https://www.wikidata.org/wiki/Q6900510","display_name":"Safety monitoring","level":2,"score":0.4681999981403351},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4011000096797943},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.384799987077713},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.376800000667572},{"id":"https://openalex.org/C32022120","wikidata":"https://www.wikidata.org/wiki/Q797225","display_name":"Interference (communication)","level":3,"score":0.3547999858856201},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.3481999933719635},{"id":"https://openalex.org/C89611455","wikidata":"https://www.wikidata.org/wiki/Q6804646","display_name":"Mechanism (biology)","level":2,"score":0.32199999690055847},{"id":"https://openalex.org/C81669768","wikidata":"https://www.wikidata.org/wiki/Q2359161","display_name":"Precision and recall","level":2,"score":0.3208000063896179},{"id":"https://openalex.org/C200601418","wikidata":"https://www.wikidata.org/wiki/Q2193887","display_name":"Reliability engineering","level":1,"score":0.3176000118255615},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.31619998812675476},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.31189998984336853},{"id":"https://openalex.org/C112930515","wikidata":"https://www.wikidata.org/wiki/Q4389547","display_name":"Risk analysis (engineering)","level":1,"score":0.27160000801086426},{"id":"https://openalex.org/C2776179734","wikidata":"https://www.wikidata.org/wiki/Q7398668","display_name":"Safety standards","level":2,"score":0.26899999380111694}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/eeicai68535.2026.11441645","doi":"https://doi.org/10.1109/eeicai68535.2026.11441645","is_oa":false,"landing_page_url":"https://doi.org/10.1109/eeicai68535.2026.11441645","pdf_url":null,"source":{"id":"https://openalex.org/S7407106750","display_name":"International Conference on Electrical Engineering, Intelligent Control and Artificial Intelligence (EEICAI)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2026 International Conference on Electrical Engineering, Intelligent Control and Artificial Intelligence (EEICAI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/3","display_name":"Good health and well-being","score":0.504800021648407}],"study_designs":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":10,"referenced_works":["https://openalex.org/W2951559372","https://openalex.org/W3090815485","https://openalex.org/W3096397320","https://openalex.org/W4206342690","https://openalex.org/W4283073738","https://openalex.org/W4292787291","https://openalex.org/W4387557079","https://openalex.org/W4389003291","https://openalex.org/W4401907941","https://openalex.org/W4404330357"],"related_works":["https://openalex.org/W4413189594","https://openalex.org/W7090394290","https://openalex.org/W7126301941","https://openalex.org/W7154938609","https://openalex.org/W4319787702","https://openalex.org/W4409573585","https://openalex.org/W6927695372","https://openalex.org/W7127607212","https://openalex.org/W4404521581","https://openalex.org/W7150069746"],"abstract_inverted_index":{"To":[0],"address":[1],"issues":[2],"of":[3,40,102,116,121,124,128,135],"missed":[4],"and":[5,16,89,92,105,126],"incorrect":[6],"detections":[7],"caused":[8],"by":[9],"rapid":[10],"target":[11,68],"scale":[12],"changes,":[13],"severe":[14],"occlusion,":[15],"interference":[17],"from":[18],"working":[19,106],"postures":[20],"in":[21,146],"personal":[22],"protective":[23],"equipment":[24],"(PPE)":[25],"inspection":[26],"on":[27,42,52,109],"construction":[28,43,148],"sites,":[29,44],"as":[30,32],"well":[31],"the":[33,56,63,72,139],"critical":[34],"need":[35],"for":[36,59,67,76,99,143],"posture-guided":[37],"safety":[38,140],"detection":[39,84,133],"PPE":[41,144],"this":[45],"paper":[46],"proposes":[47],"an":[48,114],"improved":[49],"network":[50],"based":[51],"YOLOv10.":[53],"By":[54],"enhancing":[55],"CSPNet":[57],"backbone":[58],"feature":[60,74,79],"extraction,":[61],"introducing":[62],"CBAM":[64],"attention":[65],"mechanism":[66],"region":[69],"focus,":[70],"improving":[71],"PANet":[73],"pyramid":[75],"effective":[77],"multi-scale":[78],"fusion,":[80],"employing":[81],"a":[82,94,110,118,131],"decoupled":[83],"head":[85],"to":[86],"improve":[87],"localization":[88],"classification":[90],"accuracy,":[91],"adding":[93],"human":[95],"posture":[96],"estimation":[97],"branch":[98],"combined":[100],"assessment":[101],"wearing":[103,145],"status":[104],"posture,":[107],"experiments":[108],"comprehensive":[111],"dataset":[112],"showed":[113],"accuracy":[115],"99.59%,":[117],"recall":[119],"rate":[120],"99.00%,":[122],"mAP@0.5":[123],"98.90%":[125],"mAP@0.5:0.95":[127],"83.51%,":[129],"with":[130],"real-time":[132],"speed":[134],"32":[136],"FPS,":[137],"meeting":[138],"monitoring":[141],"requirements":[142],"complex":[147],"site":[149],"environments.":[150]},"counts_by_year":[],"updated_date":"2026-10-29T09:56:32.521200","created_date":"2026-03-25T00:00:00"}
