{"id":"https://openalex.org/W4386937849","doi":"https://doi.org/10.1007/978-3-031-43950-6_1","title":"Real-time Pilates Posture Recognition System Using Deep Learning Model","display_name":"Real-time Pilates Posture Recognition System Using Deep Learning Model","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4386937849","doi":"https://doi.org/10.1007/978-3-031-43950-6_1"},"language":"en","primary_location":{"id":"doi:10.1007/978-3-031-43950-6_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43950-6_1","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43950-6_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"type":"book-chapter","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43950-6_1.pdf","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100635330","display_name":"Ha Young Kim","orcid":"https://orcid.org/0000-0001-5115-9984"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Hayoung Kim","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021937047","display_name":"Kyeong Teak Oh","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Kyeong Teak Oh","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068342698","display_name":"Jaesuk Kim","orcid":"https://orcid.org/0000-0001-9255-6994"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jaesuk Kim","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054962237","display_name":"Oyun Kwon","orcid":"https://orcid.org/0000-0002-9092-2812"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Oyun Kwon","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5000945120","display_name":"Junhwan Kwon","orcid":"https://orcid.org/0000-0002-6464-3895"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Junhwan Kwon","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100904993","display_name":"Jiwon Choi","orcid":null},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":false,"raw_author_name":"Jiwon Choi","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5027840193","display_name":"Sun Kook Yoo","orcid":"https://orcid.org/0000-0002-6032-4686"},"institutions":[{"id":"https://openalex.org/I193775966","display_name":"Yonsei University","ror":"https://ror.org/01wjejq96","country_code":"KR","type":"education","lineage":["https://openalex.org/I193775966"]}],"countries":["KR"],"is_corresponding":true,"raw_author_name":"Sun K. Yoo","raw_affiliation_strings":["Department of Medical Engineering, Yonsei University, Seoul, South Korea"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Medical Engineering, Yonsei University, Seoul, South Korea","institution_ids":["https://openalex.org/I193775966"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5027840193"],"corresponding_institution_ids":["https://openalex.org/I193775966"],"apc_list":{"value":5000,"currency":"EUR","value_usd":5392},"apc_paid":{"value":5000,"currency":"EUR","value_usd":5392},"fwci":0.0,"has_fulltext":true,"cited_by_count":0,"citation_normalized_percentile":{"value":0.46689554,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"3","last_page":"15"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},"topics":[{"id":"https://openalex.org/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.98580002784729,"subfield":{"id":"https://openalex.org/subfields/2712","display_name":"Endocrinology, Diabetes and Metabolism"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T12994","display_name":"Infrared Thermography in Medicine","score":0.9810000061988831,"subfield":{"id":"https://openalex.org/subfields/2741","display_name":"Radiology, Nuclear Medicine and Imaging"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}},{"id":"https://openalex.org/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.973800003528595,"subfield":{"id":"https://openalex.org/subfields/2742","display_name":"Rehabilitation"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7697112560272217},{"id":"https://openalex.org/keywords/deep-learning","display_name":"Deep learning","score":0.5149503350257874},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5072383880615234},{"id":"https://openalex.org/keywords/recall","display_name":"Recall","score":0.4844200909137726},{"id":"https://openalex.org/keywords/core","display_name":"Core (optical fiber)","score":0.45255813002586365},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.44424617290496826},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.14799532294273376},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.09476789832115173}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7697112560272217},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.5149503350257874},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5072383880615234},{"id":"https://openalex.org/C100660578","wikidata":"https://www.wikidata.org/wiki/Q18733","display_name":"Recall","level":2,"score":0.4844200909137726},{"id":"https://openalex.org/C2164484","wikidata":"https://www.wikidata.org/wiki/Q5170150","display_name":"Core (optical fiber)","level":2,"score":0.45255813002586365},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.44424617290496826},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.14799532294273376},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.09476789832115173},{"id":"https://openalex.org/C76155785","wikidata":"https://www.wikidata.org/wiki/Q418","display_name":"Telecommunications","level":1,"score":0.0},{"id":"https://openalex.org/C180747234","wikidata":"https://www.wikidata.org/wiki/Q23373","display_name":"Cognitive psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1007/978-3-031-43950-6_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43950-6_1","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43950-6_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"}],"best_oa_location":{"id":"doi:10.1007/978-3-031-43950-6_1","is_oa":true,"landing_page_url":"https://doi.org/10.1007/978-3-031-43950-6_1","pdf_url":"https://link.springer.com/content/pdf/10.1007/978-3-031-43950-6_1.pdf","source":{"id":"https://openalex.org/S106296714","display_name":"Lecture notes in computer science","issn_l":"0302-9743","issn":["0302-9743","1611-3349"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"book series"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Lecture Notes in Computer Science","raw_type":"book-chapter"},"sustainable_development_goals":[{"display_name":"Good health and well-being","score":0.8700000047683716,"id":"https://metadata.un.org/sdg/3"}],"awards":[{"id":"https://openalex.org/G3798406041","display_name":null,"funder_award_id":"20012603","funder_id":"https://openalex.org/F4320321681","funder_display_name":"Ministry of Trade, Industry and Energy"}],"funders":[{"id":"https://openalex.org/F4320321681","display_name":"Ministry of Trade, Industry and Energy","ror":"https://ror.org/008nkqk13"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4386937849.pdf"},"referenced_works_count":12,"referenced_works":["https://openalex.org/W1584308190","https://openalex.org/W2058736601","https://openalex.org/W2128453079","https://openalex.org/W2782801997","https://openalex.org/W2787514794","https://openalex.org/W3083600924","https://openalex.org/W3117771954","https://openalex.org/W4205526069","https://openalex.org/W4290612551","https://openalex.org/W4292829105","https://openalex.org/W4322746867","https://openalex.org/W4323057588"],"related_works":["https://openalex.org/W2731899572","https://openalex.org/W3215138031","https://openalex.org/W3009238340","https://openalex.org/W2939353110","https://openalex.org/W4321369474","https://openalex.org/W4360585206","https://openalex.org/W4285208911","https://openalex.org/W3082895349","https://openalex.org/W4213079790","https://openalex.org/W2248239756"],"abstract_inverted_index":{"Abstract":[0],"As":[1],"the":[2,33,47,84,107,114,132],"pandemic":[3],"situation":[4],"continues,":[5],"many":[6,22],"people":[7],"exercise":[8,30,37,50,64,151],"at":[9,153],"home.":[10,154],"Mat":[11],"Pilates":[12,36,56,71,104],"is":[13,38,87,145],"a":[14,54,61,97],"popular":[15],"workout":[16],"and":[17,81,119,129,139],"effective":[18],"core":[19],"strengthening.":[20],"Although":[21],"researchers":[23],"have":[24],"conducted":[25],"pose":[26],"recognition":[27,58,134],"studies":[28],"for":[29,46,63,150],"posture":[31,57,133],"correction,":[32],"study":[34],"on":[35,42,60,106],"only":[39],"one":[40],"case":[41],"static":[43],"images.":[44],"Therefore,":[45],"purpose":[48],"of":[49,116,131],"monitoring,":[51],"we":[52,95],"propose":[53],"real-time":[55],"system":[59],"smartphone":[62],"monitoring.":[65],"We":[66],"aimed":[67],"to":[68,89,121,147],"recognize":[69],"8":[70],"exercises\u2014Bridge,":[72],"Head":[73],"roll-up,":[74],"Hundred,":[75],"Roll-up,":[76],"Teaser,":[77],"Plank,":[78],"Thigh":[79],"stretch,":[80],"Swan.":[82],"First,":[83],"Blazepose":[85],"model":[86,101,135],"used":[88,149],"extract":[90],"body":[91,109],"joint":[92],"features.":[93,110],"Then,":[94],"designed":[96],"deep":[98],"neural":[99],"network":[100],"that":[102],"recognizes":[103],"based":[105],"extracted":[108],"It":[111],"also":[112],"measures":[113],"number":[115],"workouts,":[117],"duration,":[118],"similarity":[120],"experts":[122],"in":[123],"video":[124],"sequences.":[125],"The":[126,142],"precision,":[127],"recall,":[128],"f1-score":[130],"are":[136],"0.90,":[137],"0.87,":[138],"0.88,":[140],"respectively.":[141],"introduced":[143],"application":[144],"expected":[146],"be":[148],"management":[152]},"counts_by_year":[],"updated_date":"2026-06-13T06:13:01.061226","created_date":"2025-10-10T00:00:00"}