{"id":"https://openalex.org/W3167384233","doi":"https://doi.org/10.1080/0951192x.2021.1925966","title":"Digital twin for human-machine interaction with convolutional neural network","display_name":"Digital twin for human-machine interaction with convolutional neural network","publication_year":2021,"publication_date":"2021-05-31","ids":{"openalex":"https://openalex.org/W3167384233","doi":"https://doi.org/10.1080/0951192x.2021.1925966","mag":"3167384233"},"language":"en","primary_location":{"id":"doi:10.1080/0951192x.2021.1925966","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2021.1925966","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","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/A5101916995","display_name":"Tian Wang","orcid":"https://orcid.org/0000-0001-7254-9340"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Wang","raw_affiliation_strings":["Institute of Artificial Intelligence, Beihang University, Beijing, China","School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Artificial Intelligence, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]},{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101637628","display_name":"Jiakun Li","orcid":"https://orcid.org/0000-0003-1487-4967"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiakun Li","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5059842534","display_name":"Yingjun Deng","orcid":"https://orcid.org/0000-0001-8467-7526"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yingjun Deng","raw_affiliation_strings":["Center for Applied Mathematics, Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Center for Applied Mathematics, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100434689","display_name":"Chuang Wang","orcid":"https://orcid.org/0000-0002-3081-9776"},"institutions":[{"id":"https://openalex.org/I17442442","display_name":"State Grid Corporation of China (China)","ror":"https://ror.org/05twwhs70","country_code":"CN","type":"company","lineage":["https://openalex.org/I17442442"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuang Wang","raw_affiliation_strings":["Transmission Operation Center, State Grid Beijing Maintenance Company, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Transmission Operation Center, State Grid Beijing Maintenance Company, Beijing, China","institution_ids":["https://openalex.org/I17442442"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066400774","display_name":"Hichem Snoussi","orcid":"https://orcid.org/0000-0002-6563-2135"},"institutions":[{"id":"https://openalex.org/I1294671590","display_name":"Centre National de la Recherche Scientifique","ror":"https://ror.org/02feahw73","country_code":"FR","type":"funder","lineage":["https://openalex.org/I1294671590"]},{"id":"https://openalex.org/I140494188","display_name":"Universit\u00e9 de Technologie de Troyes","ror":"https://ror.org/01qhqcj41","country_code":"FR","type":"education","lineage":["https://openalex.org/I140494188"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Hichem Snoussi","raw_affiliation_strings":["Institute Charles Delaunay-LM2S FRE CNRS 2019, University of Technology of Troyes, Troyes, France"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute Charles Delaunay-LM2S FRE CNRS 2019, University of Technology of Troyes, Troyes, France","institution_ids":["https://openalex.org/I140494188","https://openalex.org/I1294671590"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5072705483","display_name":"Fei Tao","orcid":"https://orcid.org/0000-0002-9020-0633"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Fei Tao","raw_affiliation_strings":["School of Automation Science and Electrical Engineering, Beihang University, Beijing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Automation Science and Electrical Engineering, Beihang University, Beijing, China","institution_ids":["https://openalex.org/I82880672"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5072705483"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":null,"apc_paid":null,"fwci":3.1628,"has_fulltext":false,"cited_by_count":58,"citation_normalized_percentile":{"value":0.92940208,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"7-8","first_page":"888","last_page":"897"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9955999851226807,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9955999851226807,"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/T10763","display_name":"Digital Transformation in Industry","score":0.9883999824523926,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9836000204086304,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.7441607713699341},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.667012095451355},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4764828383922577},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.47476744651794434},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3754725456237793},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.34287017583847046}],"concepts":[{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.7441607713699341},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.667012095451355},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4764828383922577},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.47476744651794434},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3754725456237793},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.34287017583847046}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/0951192x.2021.1925966","is_oa":false,"landing_page_url":"https://doi.org/10.1080/0951192x.2021.1925966","pdf_url":null,"source":{"id":"https://openalex.org/S57062392","display_name":"International Journal of Computer Integrated Manufacturing","issn_l":"0951-192X","issn":["0951-192X","1362-3052"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Computer Integrated Manufacturing","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-03320655v1","is_oa":false,"landing_page_url":"https://utt.hal.science/hal-03320655","pdf_url":null,"source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Computer Integrated Manufacturing, 2021, 34 (7-8), pp.888-897. &#x27E8;10.1080/0951192X.2021.1925966&#x27E9;","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1730901571","display_name":null,"funder_award_id":"620302016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G286075599","display_name":null,"funder_award_id":"JQ19011","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"},{"id":"https://openalex.org/G4429559949","display_name":"\u57fa\u4e8e\u667a\u80fd\u5b89\u9632\u65f6\u7a7a\u60c5\u5883\u7406\u89e3\u7684\u5f02\u5e38\u4e8b\u4ef6\u9ad8\u6548\u89e3\u6790\u65b9\u6cd5\u7814\u7a76","funder_award_id":"61972016","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5601310307","display_name":null,"funder_award_id":"YWF-20-BJ-J-612","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8408445822","display_name":null,"funder_award_id":"L191007","funder_id":"https://openalex.org/F4320322919","funder_display_name":"Natural Science Foundation of Beijing Municipality"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322919","display_name":"Natural Science Foundation of Beijing Municipality","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":39,"referenced_works":["https://openalex.org/W203466237","https://openalex.org/W1522734439","https://openalex.org/W1686810756","https://openalex.org/W1836465849","https://openalex.org/W1904365287","https://openalex.org/W1983364832","https://openalex.org/W2034055422","https://openalex.org/W2129840796","https://openalex.org/W2147800946","https://openalex.org/W2156303437","https://openalex.org/W2163605009","https://openalex.org/W2194775991","https://openalex.org/W2275530856","https://openalex.org/W2334384200","https://openalex.org/W2342231262","https://openalex.org/W2401076030","https://openalex.org/W2461982181","https://openalex.org/W2521497315","https://openalex.org/W2534506352","https://openalex.org/W2550884357","https://openalex.org/W2565281388","https://openalex.org/W2600268865","https://openalex.org/W2601564443","https://openalex.org/W2609235478","https://openalex.org/W2722925682","https://openalex.org/W2727938846","https://openalex.org/W2736552576","https://openalex.org/W2753418202","https://openalex.org/W2788276261","https://openalex.org/W2794991535","https://openalex.org/W2810688721","https://openalex.org/W2931668334","https://openalex.org/W2938856526","https://openalex.org/W2962835968","https://openalex.org/W2963155035","https://openalex.org/W2986110703","https://openalex.org/W2991261860","https://openalex.org/W3109615746","https://openalex.org/W3209398723"],"related_works":["https://openalex.org/W2961085424","https://openalex.org/W4306674287","https://openalex.org/W3046775127","https://openalex.org/W4394896187","https://openalex.org/W3170094116","https://openalex.org/W4386462264","https://openalex.org/W3107602296","https://openalex.org/W4364306694","https://openalex.org/W4312192474","https://openalex.org/W4283697347"],"abstract_inverted_index":{"Digital":[0],"twin":[1,40,131,191],"(DT)":[2],"technology":[3,34],"aims":[4],"to":[5,41],"create":[6],"a":[7,11,29],"virtual":[8,51],"model":[9,164],"of":[10,139,188],"physical":[12,49],"entity":[13],"and":[14,43,50,80,88,103,136,179],"efficiently":[15],"analyze":[16],"the":[17,23,38,48,67,118,129,134,137,140,144,158,174,177,180,186,189],"intelligent":[18],"manufacturing":[19],"system.":[20],"Based":[21],"on":[22,109,157],"DT,":[24,71],"human-machine":[25],"interaction":[26],"(HMI)":[27],"is":[28,35,58,97],"typical":[30],"application.":[31],"Deep":[32],"learning":[33],"employed":[36],"in":[37,70,93,112],"digital":[39,130,190],"realize":[42],"strengthen":[44],"HMI":[45,68,119],"while":[46],"analyzing":[47,61],"data.":[52,172],"The":[53,106,122,149,163],"convolutional":[54],"neural":[55],"network":[56],"(CNN)":[57],"used":[59],"for":[60],"visual":[62],"information.":[63],"For":[64],"dealing":[65],"with":[66,117,185],"task":[69],"two":[72],"CNN":[73],"models,":[74],"Visual":[75],"Geometry":[76],"Group":[77],"Network":[78,82],"(VGG)":[79],"Residual":[81],"(ResNet),":[83],"are":[84,91,115,147],"adopted.":[85],"Modified":[86],"3D-VGG":[87],"3D-ResNet":[89],"models":[90,107,146,154],"proposed":[92,145],"this":[94],"paper,":[95],"which":[96,124],"an":[98],"improvement":[99],"over":[100],"existing":[101],"VGG":[102],"ResNet":[104],"models.":[105],"focus":[108],"humans\u2019":[110],"information":[111],"videos":[113],"that":[114,152],"captured":[116],"system\u2019s":[120],"sensors.":[121],"information,":[123,176],"can":[125,165,182],"be":[126],"regarded":[127],"as":[128],"data,":[132],"includes":[133],"action":[135],"position":[138],"human":[141,159,178],"skeleton.":[142],"Additionally,":[143],"end-to-end.":[148],"experiments":[150],"show":[151],"both":[153],"perform":[155],"well":[156,184],"motion":[160],"recognition":[161],"task.":[162],"effectively":[166],"generate":[167],"skeletal":[168],"data":[169,192],"from":[170],"video":[171],"With":[173],"generated":[175],"machine":[181],"interact":[183],"aid":[187],"analysis.":[193]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":19},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":15},{"year":2022,"cited_by_count":10}],"updated_date":"2026-07-18T07:39:51.176621","created_date":"2025-10-10T00:00:00"}
