{"id":"https://openalex.org/W7204498694","doi":"https://doi.org/10.18517/ijaseit.16.4.22012","title":"Objective Motion Tracking for Rehabilitation: Quantitative Assessment Using Pose Estimation","display_name":"Objective Motion Tracking for Rehabilitation: Quantitative Assessment Using Pose Estimation","publication_year":2026,"publication_date":"2026-08-23","ids":{"openalex":"https://openalex.org/W7204498694","doi":"https://doi.org/10.18517/ijaseit.16.4.22012"},"language":"en","primary_location":{"id":"doi:10.18517/ijaseit.16.4.22012","doi":"https://doi.org/10.18517/ijaseit.16.4.22012","is_oa":true,"landing_page_url":"https://doi.org/10.18517/ijaseit.16.4.22012","pdf_url":null,"source":{"id":"https://openalex.org/S2738868728","display_name":"International Journal on Advanced Science Engineering and Information Technology","issn_l":"2088-5334","issn":["2088-5334","2460-6952"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4324263046","host_organization_name":"Insight Society","host_organization_lineage":["https://openalex.org/P4324263046"],"host_organization_lineage_names":["Insight Society"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Advanced Science, Engineering and Information Technology","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"hybrid","oa_url":"https://doi.org/10.18517/ijaseit.16.4.22012","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5010387108","display_name":"Kok Swee Sim","orcid":"https://orcid.org/0000-0003-2976-8825","observed_orcids":["https://orcid.org/0000-0003-2976-8825"]},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kok Swee Sim","raw_affiliation_strings":["Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Faculty of Engineering and Technology, Multimedia University, Melaka, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5092836665","display_name":"Mahda Laina Arnumukti","orcid":"https://orcid.org/0009-0001-5197-6834","observed_orcids":["https://orcid.org/0009-0001-5197-6834"]},"institutions":[{"id":"https://openalex.org/I4387155996","display_name":"Institut Teknologi Telkom Purwokerto","ror":"https://ror.org/018zc6p18","country_code":"ID","type":"education","lineage":["https://openalex.org/I4387155996","https://openalex.org/I862893732"]}],"countries":["ID"],"is_corresponding":false,"raw_author_name":"Mahda Laina Arnumukti","raw_affiliation_strings":["Department of Informatics, Institut Teknologi Telkom Purwokerto, Central Java, Indonesia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, Institut Teknologi Telkom Purwokerto, Central Java, Indonesia","institution_ids":["https://openalex.org/I4387155996"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.0,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"16","issue":"4","first_page":"1203","last_page":"1214"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9800000190734863,"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":0.9800000190734863,"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/T10510","display_name":"Stroke Rehabilitation and Recovery","score":0.006300000008195639,"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"}},{"id":"https://openalex.org/T12006","display_name":"Ergonomics and Musculoskeletal Disorders","score":0.002300000051036477,"subfield":{"id":"https://openalex.org/subfields/3307","display_name":"Human Factors and Ergonomics"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/rehabilitation","display_name":"rehabilitation","score":0.5830000042915344},{"id":"https://openalex.org/keywords/pose-estimation","display_name":"pose estimation","score":0.8090000152587891},{"id":"https://openalex.org/keywords/elbow-range-of-motion","display_name":"elbow range of motion","score":0.7820000052452087},{"id":"https://openalex.org/keywords/motion-tracking","display_name":"motion tracking","score":0.75},{"id":"https://openalex.org/keywords/computer-vision","display_name":"computer vision","score":0.7599999904632568},{"id":"https://openalex.org/keywords/quantitative-assessment","display_name":"quantitative evaluation","score":0.6169999837875366},{"id":"https://openalex.org/keywords/telerehabilitation","display_name":"telerehabilitation","score":0.843999981880188},{"id":"https://openalex.org/keywords/home-based-rehabilitation","display_name":"home-based rehabilitation","score":0.9769999980926514},{"id":"https://openalex.org/keywords/real-time-feedback","display_name":"real-time feedback","score":0.8289999961853027}],"concepts":[{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.6721000075340271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6168000102043152},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5810999870300293},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.5566999912261963},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.5300999879837036},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.515999972820282},{"id":"https://openalex.org/C2778818304","wikidata":"https://www.wikidata.org/wiki/Q1819478","display_name":"Rehabilitation","level":2,"score":0.49630001187324524},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.46459999680519104},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.3970000147819519},{"id":"https://openalex.org/C95020103","wikidata":"https://www.wikidata.org/wiki/Q1813492","display_name":"Match moving","level":3,"score":0.3797999918460846},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3750999867916107},{"id":"https://openalex.org/C56461940","wikidata":"https://www.wikidata.org/wiki/Q970687","display_name":"Eye tracking","level":2,"score":0.3653999865055084},{"id":"https://openalex.org/C154586513","wikidata":"https://www.wikidata.org/wiki/Q4420972","display_name":"Tracking system","level":3,"score":0.3628000020980835},{"id":"https://openalex.org/C2984588014","wikidata":"https://www.wikidata.org/wiki/Q730675","display_name":"Quantitative assessment","level":2,"score":0.3601999878883362},{"id":"https://openalex.org/C2777036941","wikidata":"https://www.wikidata.org/wiki/Q6917771","display_name":"Motion analysis","level":2,"score":0.35420000553131104},{"id":"https://openalex.org/C2779530757","wikidata":"https://www.wikidata.org/wiki/Q1207505","display_name":"Quality (philosophy)","level":2,"score":0.3447999954223633},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.33070001006126404},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3294999897480011},{"id":"https://openalex.org/C204323151","wikidata":"https://www.wikidata.org/wiki/Q905424","display_name":"Range (aeronautics)","level":2,"score":0.32440000772476196},{"id":"https://openalex.org/C160735492","wikidata":"https://www.wikidata.org/wiki/Q31207","display_name":"Health care","level":2,"score":0.31310001015663147},{"id":"https://openalex.org/C2780092901","wikidata":"https://www.wikidata.org/wiki/Q3433612","display_name":"Correlation coefficient","level":2,"score":0.3111000061035156},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.299699991941452},{"id":"https://openalex.org/C10161872","wikidata":"https://www.wikidata.org/wiki/Q557891","display_name":"Motion estimation","level":2,"score":0.2994000017642975},{"id":"https://openalex.org/C534262118","wikidata":"https://www.wikidata.org/wiki/Q177719","display_name":"Medical diagnosis","level":2,"score":0.2987000048160553},{"id":"https://openalex.org/C44154836","wikidata":"https://www.wikidata.org/wiki/Q45045","display_name":"Simulation","level":1,"score":0.2833000123500824},{"id":"https://openalex.org/C2775936607","wikidata":"https://www.wikidata.org/wiki/Q466845","display_name":"Tracking (education)","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.26930001378059387},{"id":"https://openalex.org/C2781184374","wikidata":"https://www.wikidata.org/wiki/Q42586","display_name":"Elbow","level":2,"score":0.2680000066757202},{"id":"https://openalex.org/C3020001037","wikidata":"https://www.wikidata.org/wiki/Q836575","display_name":"Quality assessment","level":3,"score":0.26179999113082886},{"id":"https://openalex.org/C5339829","wikidata":"https://www.wikidata.org/wiki/Q1425977","display_name":"Machine vision","level":2,"score":0.25999999046325684},{"id":"https://openalex.org/C175079658","wikidata":"https://www.wikidata.org/wiki/Q7312165","display_name":"Remote patient monitoring","level":2,"score":0.2587999999523163},{"id":"https://openalex.org/C139945424","wikidata":"https://www.wikidata.org/wiki/Q1940696","display_name":"Mean squared error","level":2,"score":0.25609999895095825}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.18517/ijaseit.16.4.22012","doi":"https://doi.org/10.18517/ijaseit.16.4.22012","is_oa":true,"landing_page_url":"https://doi.org/10.18517/ijaseit.16.4.22012","pdf_url":null,"source":{"id":"https://openalex.org/S2738868728","display_name":"International Journal on Advanced Science Engineering and Information Technology","issn_l":"2088-5334","issn":["2088-5334","2460-6952"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4324263046","host_organization_name":"Insight Society","host_organization_lineage":["https://openalex.org/P4324263046"],"host_organization_lineage_names":["Insight Society"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Advanced Science, Engineering and Information Technology","raw_type":"journal-article"},{"id":"pmh:oai:shdl.mmu.edu.my:16986","doi":null,"is_oa":false,"landing_page_url":"https://shdl.mmu.edu.my/16986/1/Microsoft%20Word%20-%20Kok%20Swee%2022012-AAP-SS.pdf","pdf_url":"https://shdl.mmu.edu.my/16986/1/Microsoft%20Word%20-%20Kok%20Swee%2022012-AAP-SS.pdf","source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"Article"}],"best_oa_location":{"id":"doi:10.18517/ijaseit.16.4.22012","doi":"https://doi.org/10.18517/ijaseit.16.4.22012","is_oa":true,"landing_page_url":"https://doi.org/10.18517/ijaseit.16.4.22012","pdf_url":null,"source":{"id":"https://openalex.org/S2738868728","display_name":"International Journal on Advanced Science Engineering and Information Technology","issn_l":"2088-5334","issn":["2088-5334","2460-6952"],"is_oa":false,"is_in_doaj":false,"is_core":false,"listed_in":["jufo-1","poland-70","russia-white-list-2","vabb-shw"],"host_organization":"https://openalex.org/P4324263046","host_organization_name":"Insight Society","host_organization_lineage":["https://openalex.org/P4324263046"],"host_organization_lineage_names":["Insight Society"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal on Advanced Science, Engineering and Information Technology","raw_type":"journal-article"},"sustainable_development_goals":[{"score":0.9476000070571899,"display_name":"Good health and well-being","id":"https://metadata.un.org/sdg/3"}],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":0,"referenced_works":[],"related_works":["https://openalex.org/W4413934887","https://openalex.org/W4412021419","https://openalex.org/W4390274671","https://openalex.org/W4405112875","https://openalex.org/W4386820810","https://openalex.org/W4282044597","https://openalex.org/W2031628773","https://openalex.org/W2794336090","https://openalex.org/W1981491196","https://openalex.org/W4405984062"],"abstract_inverted_index":{"Evaluation":[0],"of":[1,4,61,135,143,219],"the":[2,92,163,217],"effectiveness":[3],"rehabilitation":[5,114,164],"therapy":[6],"is":[7,94,118],"often":[8],"based":[9],"on":[10],"patient":[11,179],"outcomes":[12],"and":[13,23,29,59,82,101,112,139,173,181,211],"functional":[14],"improvement":[15],"over":[16],"time.":[17],"However,":[18],"traditional":[19],"approaches":[20],"are":[21],"subjective":[22],"heavily":[24],"influenced":[25],"by":[26,49,166],"expert":[27],"perspectives":[28],"perceptions,":[30],"which":[31],"can":[32,105,152,190,215],"lead":[33],"to":[34,54,77,96,99,155],"inconsistencies":[35],"in":[36,108,204],"research.":[37],"This":[38,160],"study":[39],"developed":[40],"a":[41,68,122,140],"motion":[42,62],"measurement":[43],"system":[44,66,93,151],"that":[45,73,125,149,203],"improves":[46],"body":[47,80,84],"positioning":[48],"using":[50,121],"computer":[51],"vision":[52],"techniques":[53],"quantitatively":[55],"assess":[56,178],"elbow":[57],"flexibility":[58],"range":[60],"during":[63],"rehabilitation.":[64],"The":[65,146],"uses":[67],"novel":[69],"posture":[70],"estimation":[71],"model":[72,209],"analyses":[74],"video":[75,212],"input":[76],"identify":[78],"key":[79],"points":[81],"match":[83],"position,":[85],"providing":[86,167],"smooth,":[87],"real-time":[88],"feedback.":[89],"In":[90,186],"addition,":[91,187],"designed":[95],"be":[97,106,153],"easy":[98],"use":[100],"simple,":[102],"so":[103],"it":[104],"implemented":[107],"both":[109],"clinical":[110],"settings":[111],"home-based":[113],"programs.":[115],"Data":[116],"validation":[117],"carried":[119],"out":[120],"reference":[123],"dataset":[124],"has":[126],"previously":[127],"been":[128],"analyzed,":[129],"with":[130],"an":[131],"absolute":[132],"mean":[133],"error":[134],"approximately":[136,144],"5.00":[137],"degrees":[138],"correlation":[141],"coefficient":[142],"0.95.":[145],"results":[147],"show":[148],"this":[150,188],"used":[154],"maintain":[156],"one's":[157],"own":[158],"behavior.":[159],"technology":[161,189],"supports":[162],"process":[165],"clear":[168],"data,":[169],"helping":[170],"medical":[171,200],"professionals":[172],"health":[174],"care":[175],"providers":[176],"better":[177],"progress":[180],"make":[182],"more":[183],"appropriate":[184],"decisions.":[185],"improve":[191],"tele-rehabilitation":[192],"services,":[193],"especially":[194],"for":[195],"patients":[196],"who":[197],"cannot":[198],"access":[199],"facilities.":[201],"With":[202],"mind,":[205],"limitations":[206],"such":[207],"as":[208],"issues":[210],"quality":[213],"variations":[214],"affect":[216],"accuracy":[218],"body-position":[220],"determination.":[221]},"counts_by_year":[],"updated_date":"2026-11-08T12:12:28.789561","created_date":"2026-08-28T00:00:00"}