{"id":"https://openalex.org/W4310113583","doi":"https://doi.org/10.1145/3568562.3568639","title":"A study on skeleton-based action recognition and its application to physical exercise recognition","display_name":"A study on skeleton-based action recognition and its application to physical exercise recognition","publication_year":2022,"publication_date":"2022-11-29","ids":{"openalex":"https://openalex.org/W4310113583","doi":"https://doi.org/10.1145/3568562.3568639"},"language":"en","primary_location":{"id":"doi:10.1145/3568562.3568639","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3568562.3568639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 11th International Symposium on Information and Communication Technology","raw_type":"proceedings-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/A5067454748","display_name":"Quang-Tien Pham","orcid":"https://orcid.org/0000-0002-4961-5183"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":true,"raw_author_name":"Quang-Tien Pham","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0002-4961-5183","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5002330585","display_name":"Duc-Anh Nguyen","orcid":"https://orcid.org/0000-0003-1324-8331"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duc-Anh Nguyen","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","School of Information and Communication Technology (SoICT), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-1324-8331","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Information and Communication Technology (SoICT), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102818299","display_name":"Tien\u2010Thanh Nguyen","orcid":"https://orcid.org/0000-0001-7578-2789"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Tien-Thanh Nguyen","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0001-7578-2789","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101878626","display_name":"Nam P. Nguyen","orcid":"https://orcid.org/0000-0003-4941-8224"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Nam Nguyen","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-4941-8224","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011836170","display_name":"Duy-Tung Nguyen","orcid":"https://orcid.org/0000-0002-7531-929X"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Duy-Tung Nguyen","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","School of Information and Communication Technology (SoICT), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0002-7531-929X","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Information and Communication Technology (SoICT), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043929128","display_name":"Dinh\u2010Tan Pham","orcid":"https://orcid.org/0000-0003-1366-0617"},"institutions":[{"id":"https://openalex.org/I29199639","display_name":"Hanoi University of Mining and Geology","ror":"https://ror.org/01rw3qm79","country_code":"VN","type":"education","lineage":["https://openalex.org/I29199639"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Dinh-Tan Pham","raw_affiliation_strings":["Faculty of IT, Hanoi University of Mining and Geology (HUMG), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-1366-0617","affiliations":[{"raw_affiliation_string":"Faculty of IT, Hanoi University of Mining and Geology (HUMG), Viet Nam","institution_ids":["https://openalex.org/I29199639"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724817","display_name":"Thanh-Hai Tran","orcid":"https://orcid.org/0000-0003-3133-3361"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh Hai Tran","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-3133-3361","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067859504","display_name":"Thi\u2010Lan Le","orcid":"https://orcid.org/0000-0001-9541-3905"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Lan Le","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0001-9541-3905","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5007554071","display_name":"Hai Vu","orcid":"https://orcid.org/0000-0003-2880-4417"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hai Vu","raw_affiliation_strings":["School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam"],"raw_orcid":"https://orcid.org/0000-0003-2880-4417","affiliations":[{"raw_affiliation_string":"School of Electrical and Electronic Engineering (SEEE), Hanoi University of Science and Technology (HUST), Viet Nam","institution_ids":["https://openalex.org/I94518387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5067454748"],"corresponding_institution_ids":["https://openalex.org/I94518387"],"apc_list":null,"apc_paid":null,"fwci":0.8144,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.73503213,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"239","last_page":"246"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9998999834060669,"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":0.9998999834060669,"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.998199999332428,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9890000224113464,"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":0.7448869347572327},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6622346043586731},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5391510128974915},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.5282391905784607},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.5020318031311035},{"id":"https://openalex.org/keywords/pipeline","display_name":"Pipeline (software)","score":0.4939418435096741},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4655832350254059},{"id":"https://openalex.org/keywords/action","display_name":"Action (physics)","score":0.42473095655441284},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.4214846193790436},{"id":"https://openalex.org/keywords/action-recognition","display_name":"Action recognition","score":0.4196435511112213},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32370007038116455}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7448869347572327},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6622346043586731},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5391510128974915},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.5282391905784607},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5020318031311035},{"id":"https://openalex.org/C43521106","wikidata":"https://www.wikidata.org/wiki/Q2165493","display_name":"Pipeline (software)","level":2,"score":0.4939418435096741},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4655832350254059},{"id":"https://openalex.org/C2780791683","wikidata":"https://www.wikidata.org/wiki/Q846785","display_name":"Action (physics)","level":2,"score":0.42473095655441284},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.4214846193790436},{"id":"https://openalex.org/C2987834672","wikidata":"https://www.wikidata.org/wiki/Q4677630","display_name":"Action recognition","level":3,"score":0.4196435511112213},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32370007038116455},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0},{"id":"https://openalex.org/C2777212361","wikidata":"https://www.wikidata.org/wiki/Q5127848","display_name":"Class (philosophy)","level":2,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3568562.3568639","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3568562.3568639","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"The 11th International Symposium on Information and Communication Technology","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W2010320917","https://openalex.org/W2161264078","https://openalex.org/W2586824698","https://openalex.org/W2591738626","https://openalex.org/W2790301314","https://openalex.org/W2891387862","https://openalex.org/W2893583179","https://openalex.org/W2902643474","https://openalex.org/W2964134613","https://openalex.org/W2996249958","https://openalex.org/W2999237480","https://openalex.org/W3023399063","https://openalex.org/W3036562930","https://openalex.org/W3092336341","https://openalex.org/W3092617270","https://openalex.org/W3114040862","https://openalex.org/W3197712193"],"related_works":["https://openalex.org/W2366107444","https://openalex.org/W4388145910","https://openalex.org/W2381570729","https://openalex.org/W1976205134","https://openalex.org/W4226493464","https://openalex.org/W4312417841","https://openalex.org/W3133861977","https://openalex.org/W2951211570","https://openalex.org/W3103566983","https://openalex.org/W3029198973"],"abstract_inverted_index":{"In":[0,33],"recent":[1],"years,":[2],"human":[3],"action":[4],"recognition":[5],"(HAR)":[6],"has":[7,18],"been":[8,19],"an":[9,54,152,231],"attractive":[10],"research":[11],"topic":[12],"in":[13,22,70,195,230,236],"computer":[14],"vision":[15],"since":[16],"HAR":[17,45,122,131],"widely":[20],"applied":[21],"various":[23],"fields,":[24],"such":[25,87],"as":[26,88,241],"gaming,":[27],"healthcare,":[28],"surveillance,":[29],"and":[30,72,136,203,209,218,248,254],"human-machine":[31],"interaction.":[32],"this":[34],"paper,":[35],"we":[36,81],"present":[37],"a":[38,43,98,129,139,155,167],"feasible":[39],"solution":[40],"to":[41,123,165,172],"develop":[42],"real-time":[44,71,168,237],"application":[46,234],"that":[47,63,187],"helps":[48],"one":[49],"monitor":[50],"physical":[51,66,85,105],"exercises.":[52,126],"As":[53],"end-to-end":[55],"solution,":[56],"the":[57,65,74,77,104,113,125,149,174,177,196,225],"proposed":[58,226,246],"framework":[59],"consists":[60],"of":[61,76,103,108,115,176,205,224],"techniques":[62,247],"recognize":[64,124,192],"exercises,":[67,86],"spot":[68],"each":[69],"assess":[73],"quality":[75],"practicing":[78,178],"users.":[79],"Firstly,":[80],"define":[82],"nine":[83,109],"common":[84],"arm":[89],"circles,":[90],"squats,":[91],"jumping":[92],"jacks,":[93],"etc.":[94],"We":[95,111],"then":[96],"construct":[97],"dataset":[99,107,249],"named":[100,134],"COMVIS-FITNESS":[101,185],"consisting":[102],"exercises":[106,150,194],"subjects.":[110],"argue":[112],"advantages":[114],"two":[116,163],"different":[117],"deep":[118,188],"neural":[119,143,189],"networks":[120,164,190],"for":[121],"One":[127],"is":[128,138,159,180,228],"compact":[130],"neuronal":[132],"network":[133,144],"DD-Net,":[135],"another":[137],"high-performance":[140],"graph":[141],"convolutional":[142],"called":[145],"FF-AAGCN.":[146],"For":[147],"spotting":[148],"from":[151,258],"image":[153],"sequence,":[154],"sliding":[156],"window":[157],"method":[158,227],"combined":[160],"with":[161,198],"these":[162],"make":[166],"classification.":[169],"A":[170],"technique":[171],"evaluate":[173],"workout":[175],"user":[179],"proposed.":[181],"Experimental":[182],"results":[183],"on":[184,238],"show":[186],"can":[191,255],"all":[193],"datasets":[197],"high":[199],"accuracy.":[200],"The":[201,221,233,245],"accuracies":[202],"F1-scores":[204],"DD-Net":[206],"are":[207,216,250],"99.24%":[208],"99.23%,":[210],"while":[211],"those":[212],"obtained":[213],"by":[214],"FF-AAGCN":[215],"98.48%":[217],"98.32%,":[219],"respectively.":[220],"completed":[222],"pipeline":[223],"integrated":[229],"application.":[232],"works":[235],"edge":[239],"device":[240],"Jetson":[242],"Xavier":[243],"AGX.":[244],"made":[251],"publicly":[252],"available":[253],"be":[256],"downloaded":[257],"https://bit.ly/3F9J1qb.":[259]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-04-29T09:16:38.111599","created_date":"2025-10-10T00:00:00"}
