{"id":"https://openalex.org/W4391974511","doi":"https://doi.org/10.1109/access.2024.3367805","title":"Hand-Monitoring System Using CutMix-Based Synthetic Augmentation for Safety in Factories","display_name":"Hand-Monitoring System Using CutMix-Based Synthetic Augmentation for Safety in Factories","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4391974511","doi":"https://doi.org/10.1109/access.2024.3367805"},"language":"en","primary_location":{"id":"doi:10.1109/access.2024.3367805","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3367805","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10440273.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/ielx7/6287639/6514899/10440273.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5102996170","display_name":"Su-Young Park","orcid":"https://orcid.org/0009-0007-6773-5975"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Su-Young Park","raw_affiliation_strings":["Department of Mechanical Engineering, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038798784","display_name":"Hyungjung Kim","orcid":"https://orcid.org/0000-0003-0895-6886"},"institutions":[{"id":"https://openalex.org/I24062138","display_name":"Konkuk University","ror":"https://ror.org/025h1m602","country_code":"KR","type":"education","lineage":["https://openalex.org/I24062138"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hyungjung Kim","raw_affiliation_strings":["Department of Industrial Engineering, Konkuk University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Industrial Engineering, Konkuk University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I24062138"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022739413","display_name":"Sung\u2010Hoon Ahn","orcid":"https://orcid.org/0000-0002-1548-2394"},"institutions":[{"id":"https://openalex.org/I139264467","display_name":"Seoul National University","ror":"https://ror.org/04h9pn542","country_code":"KR","type":"education","lineage":["https://openalex.org/I139264467"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Sung-Hoon Ahn","raw_affiliation_strings":["Department of Mechanical Engineering, Seoul National University, Seoul, Republic of Korea","Institute of Advanced Machines and Design, Seoul National University, Seoul, Republic of Korea"],"affiliations":[{"raw_affiliation_string":"Department of Mechanical Engineering, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]},{"raw_affiliation_string":"Institute of Advanced Machines and Design, Seoul National University, Seoul, Republic of Korea","institution_ids":["https://openalex.org/I139264467"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5102996170"],"corresponding_institution_ids":["https://openalex.org/I139264467"],"apc_list":{"value":1850,"currency":"USD","value_usd":1850},"apc_paid":{"value":1850,"currency":"USD","value_usd":1850},"fwci":1.9213,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.84485645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":"12","issue":null,"first_page":"27661","last_page":"27672"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9926000237464905,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9872000217437744,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.9821000099182129,"subfield":{"id":"https://openalex.org/subfields/3207","display_name":"Social Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.53887540102005}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.53887540102005}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/access.2024.3367805","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3367805","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10440273.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:7eb8847de20b490f8a376cb97c8d1911","is_oa":true,"landing_page_url":"https://doaj.org/article/7eb8847de20b490f8a376cb97c8d1911","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Access, Vol 12, Pp 27661-27672 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/access.2024.3367805","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2024.3367805","pdf_url":"https://ieeexplore.ieee.org/ielx7/6287639/6514899/10440273.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":[{"id":"https://openalex.org/G103294352","display_name":null,"funder_award_id":"2021R1A4A2001824","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G1225283220","display_name":null,"funder_award_id":"NRF-2021R","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G1977839659","display_name":null,"funder_award_id":"2021R1A2B5B03087094","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G2838652150","display_name":null,"funder_award_id":"2021R1A4A2001824","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G2982597634","display_name":null,"funder_award_id":"2021R1A2B5B","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3034753964","display_name":null,"funder_award_id":"grant","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G3071639259","display_name":null,"funder_award_id":"2021R1","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G342704958","display_name":null,"funder_award_id":"funded","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G3618703720","display_name":null,"funder_award_id":"NRF-2021R1C1C2008026","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G47396117","display_name":null,"funder_award_id":"NRF-2021R1A2B5B03087094","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5096090129","display_name":null,"funder_award_id":"2021R1C1C2008026","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G5757237689","display_name":null,"funder_award_id":"NRF-2021R1A2B5B03087094","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G5859504097","display_name":null,"funder_award_id":"NRF-2021R1A4A2001824","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G6877350696","display_name":null,"funder_award_id":"NRF-2021R1A4A2001824","funder_id":"https://openalex.org/F4320328359","funder_display_name":"Ministry of Science and ICT, South Korea"},{"id":"https://openalex.org/G7202308498","display_name":null,"funder_award_id":"2021R1A2B5B03087094","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G8050517424","display_name":null,"funder_award_id":"2021R1A4A200182","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"},{"id":"https://openalex.org/G982292920","display_name":null,"funder_award_id":"NRF-20","funder_id":"https://openalex.org/F4320322120","funder_display_name":"National Research Foundation of Korea"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320322120","display_name":"National Research Foundation of Korea","ror":"https://ror.org/013aysd81"},{"id":"https://openalex.org/F4320328359","display_name":"Ministry of Science and ICT, South Korea","ror":"https://ror.org/01wpjm123"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4391974511.pdf","grobid_xml":"https://content.openalex.org/works/W4391974511.grobid-xml"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1967400946","https://openalex.org/W2005750530","https://openalex.org/W2318055712","https://openalex.org/W2767238955","https://openalex.org/W2809598685","https://openalex.org/W2809600522","https://openalex.org/W2810519341","https://openalex.org/W2953958484","https://openalex.org/W2954996726","https://openalex.org/W2963037989","https://openalex.org/W2981161037","https://openalex.org/W2992308087","https://openalex.org/W3017147371","https://openalex.org/W3045503639","https://openalex.org/W3080709595","https://openalex.org/W3100487172","https://openalex.org/W3112458265","https://openalex.org/W3164104137","https://openalex.org/W4210386158","https://openalex.org/W4286728642","https://openalex.org/W4288064611","https://openalex.org/W4296558795","https://openalex.org/W4310723023","https://openalex.org/W4312231279","https://openalex.org/W4312442605","https://openalex.org/W4313562953","https://openalex.org/W4320712931","https://openalex.org/W4378071851","https://openalex.org/W4382751641","https://openalex.org/W4383375312","https://openalex.org/W4384129252","https://openalex.org/W4386076325","https://openalex.org/W4389252731"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052"],"abstract_inverted_index":{"In":[0],"this":[1],"study,":[2],"we":[3],"introduce":[4],"a":[5,39,150,192],"robust":[6],"and":[7,63,65,78,91,122,124,132,171,185,190],"affordable":[8],"safety":[9,42,61,197],"monitoring":[10],"system":[11,99,118,160,181],"using":[12,17,81,148],"an":[13,129,162],"object-detection":[14],"algorithm":[15],"trained":[16],"CutMix-based":[18],"synthetic":[19],"data.":[20],"The":[21,159],"image-processing":[22],"algorithm,":[23],"which":[24],"is":[25],"mainly":[26],"used":[27],"to":[28,41,55],"improve":[29],"productivity":[30],"in":[31,74,84,187],"the":[32,101,116],"manufacturing":[33,45,86,196],"industry,":[34],"has":[35,191],"recently":[36],"emerged":[37],"as":[38],"solution":[40],"problems":[43],"at":[44,128],"sites.":[46],"With":[47],"deep":[48],"learning,":[49],"various":[50],"applications":[51,83],"have":[52],"been":[53],"developed":[54],"accurately":[56],"monitor":[57],"operator":[58],"posture,":[59],"wear":[60],"equipment,":[62],"enter":[64],"exit":[66],"hazardous":[67],"areas.":[68],"However,":[69],"there":[70],"are":[71],"still":[72],"limitations":[73],"terms":[75],"of":[76,152,165],"cost":[77],"time":[79],"when":[80],"these":[82,96],"actual":[85,130],"sites,":[87],"especially":[88],"for":[89,110,175],"small-":[90,131],"medium-sized":[92,133],"enterprises.":[93],"To":[94],"address":[95],"challenges,":[97],"our":[98,180],"offers":[100],"following":[102],"optimal":[103],"approaches:":[104],"1)":[105],"leveraging":[106],"domain-specific":[107],"data-augmentation":[108],"methods":[109,156],"efficient":[111],"hand-monitoring":[112],"systems,":[113],"2)":[114],"implementing":[115],"entire":[117],"with":[119],"accessible":[120],"hardware":[121],"software,":[123],"3)":[125],"on-site":[126],"validation":[127],"enterprise,":[134],"demonstrating":[135],"superior":[136],"performance":[137],"over":[138,166],"traditional":[139,155],"augmentation":[140],"methods.":[141],"Our":[142],"training":[143,184],"method":[144],"achieved":[145],"98.5%":[146],"accuracy":[147],"just":[149],"minute":[151],"data,":[153],"outperforming":[154],"by":[157],"28.7%.":[158],"maintains":[161],"inference":[163],"rate":[164],"eight":[167],"frames":[168],"per":[169],"second":[170],"can":[172],"be":[173],"configured":[174],"less":[176],"than":[177],"$200.":[178],"Notably,":[179],"allows":[182],"rapid":[183],"deployment":[186],"diverse":[188],"environments":[189],"significant":[193],"impact":[194],"on":[195],"management.":[198]},"counts_by_year":[{"year":2025,"cited_by_count":4},{"year":2024,"cited_by_count":1}],"updated_date":"2026-03-14T08:43:22.919905","created_date":"2025-10-10T00:00:00"}