{"id":"https://openalex.org/W4287847351","doi":"https://doi.org/10.1109/bmsb55706.2022.9828603","title":"Automatic Human Posture Recognition Using Kinect Sensors by Advanced Graph Convolutional Network","display_name":"Automatic Human Posture Recognition Using Kinect Sensors by Advanced Graph Convolutional Network","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4287847351","doi":"https://doi.org/10.1109/bmsb55706.2022.9828603"},"language":"en","primary_location":{"id":"doi:10.1109/bmsb55706.2022.9828603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb55706.2022.9828603","pdf_url":null,"source":{"id":"https://openalex.org/S4363606279","display_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://repository.lsu.edu/eecs_pubs/1992","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100607490","display_name":"Guannan Liu","orcid":"https://orcid.org/0000-0002-4532-7109"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Guannan Liu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Louisiana State University,Baton Rouge,USA","School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University,Baton Rouge,USA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086528812","display_name":"Rende Xie","orcid":null},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Rende Xie","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan,Taiwan","Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040614086","display_name":"Hsiao\u2010Chun Wu","orcid":"https://orcid.org/0000-0002-0178-1246"},"institutions":[{"id":"https://openalex.org/I121820613","display_name":"Louisiana State University","ror":"https://ror.org/05ect4e57","country_code":"US","type":"education","lineage":["https://openalex.org/I121820613"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hsiao-Chun Wu","raw_affiliation_strings":["School of Electrical Engineering and Computer Science, Louisiana State University,Baton Rouge,USA","School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, USA"],"affiliations":[{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University,Baton Rouge,USA","institution_ids":["https://openalex.org/I121820613"]},{"raw_affiliation_string":"School of Electrical Engineering and Computer Science, Louisiana State University, Baton Rouge, USA","institution_ids":["https://openalex.org/I121820613"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5038450527","display_name":"Shih\u2010Hau Fang","orcid":"https://orcid.org/0000-0003-1580-0257"},"institutions":[{"id":"https://openalex.org/I99908691","display_name":"Yuan Ze University","ror":"https://ror.org/01fv1ds98","country_code":"TW","type":"education","lineage":["https://openalex.org/I99908691"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Shih-Hau Fang","raw_affiliation_strings":["Yuan Ze University,Department of Electrical Engineering,Taoyuan,Taiwan","Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan"],"affiliations":[{"raw_affiliation_string":"Yuan Ze University,Department of Electrical Engineering,Taoyuan,Taiwan","institution_ids":["https://openalex.org/I99908691"]},{"raw_affiliation_string":"Department of Electrical Engineering, Yuan Ze University, Taoyuan, Taiwan","institution_ids":["https://openalex.org/I99908691"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091617684","display_name":"Kun Yan","orcid":"https://orcid.org/0000-0002-2811-3758"},"institutions":[{"id":"https://openalex.org/I5343935","display_name":"Guilin University of Electronic Technology","ror":"https://ror.org/05arjae42","country_code":"CN","type":"education","lineage":["https://openalex.org/I5343935"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kun Yan","raw_affiliation_strings":["School of Information and Communication, Guilin University of Electronic Technology,Guilin,China","School of Information and Communication, Guilin University of Electronic Technology, Guilin, China"],"affiliations":[{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology,Guilin,China","institution_ids":["https://openalex.org/I5343935"]},{"raw_affiliation_string":"School of Information and Communication, Guilin University of Electronic Technology, Guilin, China","institution_ids":["https://openalex.org/I5343935"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084103888","display_name":"Yiyan Wu","orcid":"https://orcid.org/0000-0001-8890-5389"},"institutions":[{"id":"https://openalex.org/I4210151552","display_name":"Communications Research Centre Canada","ror":"https://ror.org/05dybt340","country_code":"CA","type":"facility","lineage":["https://openalex.org/I4210151552"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Yiyan Wu","raw_affiliation_strings":["Communications Research Centre,Ottawa,Canada","Communications Research Centre, Ottawa, Canada"],"affiliations":[{"raw_affiliation_string":"Communications Research Centre,Ottawa,Canada","institution_ids":["https://openalex.org/I4210151552"]},{"raw_affiliation_string":"Communications Research Centre, Ottawa, Canada","institution_ids":["https://openalex.org/I4210151552"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002859892","display_name":"Shih Yu Chang","orcid":"https://orcid.org/0000-0002-3576-0021"},"institutions":[{"id":"https://openalex.org/I51504820","display_name":"San Jose State University","ror":"https://ror.org/04qyvz380","country_code":"US","type":"education","lineage":["https://openalex.org/I51504820"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Shih Yu Chang","raw_affiliation_strings":["San Jose State University,Department of Applied Data Science,San Jose,USA","Department of Applied Data Science, San Jose State University, San Jose, USA"],"affiliations":[{"raw_affiliation_string":"San Jose State University,Department of Applied Data Science,San Jose,USA","institution_ids":["https://openalex.org/I51504820"]},{"raw_affiliation_string":"Department of Applied Data Science, San Jose State University, San Jose, USA","institution_ids":["https://openalex.org/I51504820"]}]}],"institutions":[],"countries_distinct_count":4,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5100607490"],"corresponding_institution_ids":["https://openalex.org/I121820613"],"apc_list":null,"apc_paid":null,"fwci":0.2998,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.62697847,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"01","last_page":"07"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9994999766349792,"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":0.9994999766349792,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9991999864578247,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9943000078201294,"subfield":{"id":"https://openalex.org/subfields/2204","display_name":"Biomedical 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/computer-science","display_name":"Computer science","score":0.7701549530029297},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7078933715820312},{"id":"https://openalex.org/keywords/graph","display_name":"Graph","score":0.6073796153068542},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.584070086479187},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.559069037437439},{"id":"https://openalex.org/keywords/training-set","display_name":"Training set","score":0.4868878424167633},{"id":"https://openalex.org/keywords/activity-recognition","display_name":"Activity recognition","score":0.4545539617538452},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.45027559995651245},{"id":"https://openalex.org/keywords/labeled-data","display_name":"Labeled data","score":0.4379805326461792}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7701549530029297},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7078933715820312},{"id":"https://openalex.org/C132525143","wikidata":"https://www.wikidata.org/wiki/Q141488","display_name":"Graph","level":2,"score":0.6073796153068542},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.584070086479187},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.559069037437439},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.4868878424167633},{"id":"https://openalex.org/C121687571","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Activity recognition","level":2,"score":0.4545539617538452},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.45027559995651245},{"id":"https://openalex.org/C2776145971","wikidata":"https://www.wikidata.org/wiki/Q30673951","display_name":"Labeled data","level":2,"score":0.4379805326461792},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/bmsb55706.2022.9828603","is_oa":false,"landing_page_url":"https://doi.org/10.1109/bmsb55706.2022.9828603","pdf_url":null,"source":{"id":"https://openalex.org/S4363606279","display_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","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":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB)","raw_type":"proceedings-article"},{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-2994","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/1992","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:repository.lsu.edu:eecs_pubs-2994","is_oa":true,"landing_page_url":"https://repository.lsu.edu/eecs_pubs/1992","pdf_url":null,"source":{"id":"https://openalex.org/S4210169993","display_name":"Civil War Book Review","issn_l":"1528-6592","issn":["1528-6592"],"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/P4310315936","host_organization_name":"Louisiana State University","host_organization_lineage":["https://openalex.org/P4310315936"],"host_organization_lineage_names":["Louisiana State University"],"type":"journal"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Faculty Publications","raw_type":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":35,"referenced_works":["https://openalex.org/W301611981","https://openalex.org/W1522301498","https://openalex.org/W1540119188","https://openalex.org/W1665214252","https://openalex.org/W1998097812","https://openalex.org/W2019075073","https://openalex.org/W2020540809","https://openalex.org/W2052974003","https://openalex.org/W2085731903","https://openalex.org/W2087751955","https://openalex.org/W2170505850","https://openalex.org/W2736847593","https://openalex.org/W2806114802","https://openalex.org/W2806820523","https://openalex.org/W2903950532","https://openalex.org/W2950898568","https://openalex.org/W2962711740","https://openalex.org/W2962896489","https://openalex.org/W2964015378","https://openalex.org/W3080406377","https://openalex.org/W3082418965","https://openalex.org/W3137401801","https://openalex.org/W3138897641","https://openalex.org/W3195690073","https://openalex.org/W3202535612","https://openalex.org/W4287991183","https://openalex.org/W6631190155","https://openalex.org/W6632471363","https://openalex.org/W6637242042","https://openalex.org/W6649682207","https://openalex.org/W6672163137","https://openalex.org/W6690815549","https://openalex.org/W6726873649","https://openalex.org/W6754929296","https://openalex.org/W6771625333"],"related_works":["https://openalex.org/W2124823771","https://openalex.org/W4317548404","https://openalex.org/W3022007134","https://openalex.org/W2130553454","https://openalex.org/W2087783760","https://openalex.org/W2033364610","https://openalex.org/W2797776314","https://openalex.org/W3163689946","https://openalex.org/W2610740816","https://openalex.org/W2153927146"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,90,100],"novel":[4,104],"automatic":[5,96],"posture":[6],"recognition":[7,45],"approach":[8],"using":[9,70,80],"the":[10,18,28,33,42,48,61,71],"skeletal":[11,23,73,76],"data":[12,24,74,82],"of":[13,93],"human":[14,62],"subjects":[15],"acquired":[16,22],"from":[17],"Kinect":[19,72],"sensors.":[20],"The":[21,52],"are":[25],"used":[26],"as":[27,47],"input":[29],"features":[30],"for":[31,95],"training":[32],"artificial-intelligence":[34],"driven":[35],"recognizer.":[36],"In":[37],"this":[38],"work,":[39],"we":[40],"formulate":[41],"underlying":[43],"human-posture":[44,97,106],"problem":[46],"classical":[49],"multi-classification":[50],"problem.":[51],"graph":[53],"convolutional":[54],"network":[55],"(GCN)":[56],"is":[57],"trained":[58],"to":[59,89],"identify":[60],"postures":[63],"by":[64],"successive":[65],"frames":[66],"through":[67],"an":[68],"activity":[69],"(three-dimensional":[75],"coordinates).":[77],"Experimental":[78],"results":[79],"realworld":[81],"demonstrate":[83],"that":[84],"our":[85,102],"proposed":[86,103],"GCN":[87],"leads":[88],"promising":[91],"classification-accuracy":[92],"92.2%":[94],"recognition.":[98],"As":[99],"result,":[101],"GCN-based":[105],"recognizer":[107],"greatly":[108],"outperforms":[109],"other":[110],"existing":[111],"schemes.":[112]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}