{"id":"https://openalex.org/W4386432217","doi":"https://doi.org/10.1109/jbhi.2023.3311448","title":"Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors","display_name":"Wearable Motion Capture: Reconstructing and Predicting 3D Human Poses From Wearable Sensors","publication_year":2023,"publication_date":"2023-09-04","ids":{"openalex":"https://openalex.org/W4386432217","doi":"https://doi.org/10.1109/jbhi.2023.3311448","pmid":"https://pubmed.ncbi.nlm.nih.gov/37665702"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3311448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3311448","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","pubmed"],"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/A5004221027","display_name":"Md Moniruzzaman","orcid":"https://orcid.org/0000-0003-3217-5094"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Md Moniruzzaman","raw_affiliation_strings":["Department of Computer Science, Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0003-3217-5094","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5080054465","display_name":"Zhaozheng Yin","orcid":"https://orcid.org/0000-0002-9602-6488"},"institutions":[{"id":"https://openalex.org/I59553526","display_name":"Stony Brook University","ror":"https://ror.org/05qghxh33","country_code":"US","type":"education","lineage":["https://openalex.org/I59553526"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhaozheng Yin","raw_affiliation_strings":["Department of Computer Science and Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA"],"raw_orcid":"https://orcid.org/0000-0002-9602-6488","affiliations":[{"raw_affiliation_string":"Department of Computer Science and Department of Biomedical Informatics, Stony Brook University, Stony Brook, NY, USA","institution_ids":["https://openalex.org/I59553526"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5019214287","display_name":"Md Sanzid Bin Hossain","orcid":"https://orcid.org/0000-0002-7984-7380"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Md Sanzid Bin Hossain","raw_affiliation_strings":["Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-7984-7380","affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5049017196","display_name":"Hwan Choi","orcid":"https://orcid.org/0000-0002-3592-5762"},"institutions":[{"id":"https://openalex.org/I106165777","display_name":"University of Central Florida","ror":"https://ror.org/036nfer12","country_code":"US","type":"education","lineage":["https://openalex.org/I106165777"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hwan Choi","raw_affiliation_strings":["Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, USA"],"raw_orcid":"https://orcid.org/0000-0002-3592-5762","affiliations":[{"raw_affiliation_string":"Department of Mechanical and Aerospace Engineering, University of Central Florida, Orlando, FL, USA","institution_ids":["https://openalex.org/I106165777"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067621571","display_name":"Zhishan Guo","orcid":"https://orcid.org/0000-0002-5967-1058"},"institutions":[{"id":"https://openalex.org/I137902535","display_name":"North Carolina State University","ror":"https://ror.org/04tj63d06","country_code":"US","type":"education","lineage":["https://openalex.org/I137902535"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Zhishan Guo","raw_affiliation_strings":["Department of Computer Science, North Carolina State University, Raleigh, NC, USA"],"raw_orcid":"https://orcid.org/0000-0002-5967-1058","affiliations":[{"raw_affiliation_string":"Department of Computer Science, North Carolina State University, Raleigh, NC, USA","institution_ids":["https://openalex.org/I137902535"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5004221027"],"corresponding_institution_ids":["https://openalex.org/I59553526"],"apc_list":null,"apc_paid":null,"fwci":2.2787,"has_fulltext":false,"cited_by_count":20,"citation_normalized_percentile":{"value":0.90299033,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":"27","issue":"11","first_page":"5345","last_page":"5356"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9968000054359436,"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":0.9968000054359436,"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":0.9902999997138977,"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/T11227","display_name":"Diabetic Foot Ulcer Assessment and Management","score":0.98089998960495,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.8886131048202515},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.829204797744751},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8014461994171143},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7254406809806824},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6929904222488403},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.6925607323646545},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.540367066860199},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5058547854423523},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.48649948835372925},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43503502011299133},{"id":"https://openalex.org/keywords/pose","display_name":"Pose","score":0.4296497404575348},{"id":"https://openalex.org/keywords/units-of-measurement","display_name":"Units of measurement","score":0.4269565939903259}],"concepts":[{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.8886131048202515},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.829204797744751},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8014461994171143},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7254406809806824},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6929904222488403},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.6925607323646545},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.540367066860199},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5058547854423523},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.48649948835372925},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43503502011299133},{"id":"https://openalex.org/C52102323","wikidata":"https://www.wikidata.org/wiki/Q1671968","display_name":"Pose","level":2,"score":0.4296497404575348},{"id":"https://openalex.org/C151233233","wikidata":"https://www.wikidata.org/wiki/Q47574","display_name":"Units of measurement","level":2,"score":0.4269565939903259},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"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},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000076251","descriptor_name":"Wearable Electronic Devices","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000092682","descriptor_name":"Motion Capture","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001696","descriptor_name":"Biomechanical Phenomena","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D008991","descriptor_name":"Monitoring, Physiologic","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009038","descriptor_name":"Motion","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D009068","descriptor_name":"Movement","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/jbhi.2023.3311448","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3311448","pdf_url":null,"source":{"id":"https://openalex.org/S2495854775","display_name":"IEEE Journal of Biomedical and Health Informatics","issn_l":"2168-2194","issn":["2168-2194","2168-2208"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Journal of Biomedical and Health Informatics","raw_type":"journal-article"},{"id":"pmid:37665702","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37665702","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE journal of biomedical and health informatics","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":58,"referenced_works":["https://openalex.org/W1215311137","https://openalex.org/W1539870437","https://openalex.org/W1976953979","https://openalex.org/W1977420968","https://openalex.org/W1990429558","https://openalex.org/W2089916011","https://openalex.org/W2124609748","https://openalex.org/W2130281033","https://openalex.org/W2136391815","https://openalex.org/W2136668269","https://openalex.org/W2143478373","https://openalex.org/W2293220651","https://openalex.org/W2307770531","https://openalex.org/W2382036597","https://openalex.org/W2410607893","https://openalex.org/W2518965973","https://openalex.org/W2560253279","https://openalex.org/W2567592426","https://openalex.org/W2578797046","https://openalex.org/W2583372902","https://openalex.org/W2605243700","https://openalex.org/W2613192286","https://openalex.org/W2742737904","https://openalex.org/W2754534665","https://openalex.org/W2784646928","https://openalex.org/W2895748257","https://openalex.org/W2898073175","https://openalex.org/W2963013806","https://openalex.org/W2963165299","https://openalex.org/W2963197583","https://openalex.org/W2963441822","https://openalex.org/W2963474899","https://openalex.org/W2963548793","https://openalex.org/W2963669520","https://openalex.org/W2964105113","https://openalex.org/W2964179555","https://openalex.org/W2964203186","https://openalex.org/W2964222622","https://openalex.org/W2971476609","https://openalex.org/W2979930345","https://openalex.org/W2982573856","https://openalex.org/W2983925976","https://openalex.org/W3008597842","https://openalex.org/W3010350980","https://openalex.org/W3092041969","https://openalex.org/W3135142441","https://openalex.org/W3168271366","https://openalex.org/W3171175619","https://openalex.org/W3180730526","https://openalex.org/W3186358482","https://openalex.org/W4221101075","https://openalex.org/W4225609743","https://openalex.org/W4226023735","https://openalex.org/W4226251756","https://openalex.org/W4297168084","https://openalex.org/W6628228489","https://openalex.org/W6632572124","https://openalex.org/W6680285999"],"related_works":["https://openalex.org/W1967422967","https://openalex.org/W2029881158","https://openalex.org/W3196140453","https://openalex.org/W3044242125","https://openalex.org/W2037990170","https://openalex.org/W2768468910","https://openalex.org/W3135709989","https://openalex.org/W2999148748","https://openalex.org/W2978426962","https://openalex.org/W4206790194"],"abstract_inverted_index":{"Reconstructing":[0],"and":[1,30,52,76,86,121,136,160,184,198],"predicting":[2,77],"3D":[3,78,131,139],"human":[4,79,132,140],"walking":[5],"poses":[6,80,141],"in":[7],"unconstrained":[8],"measurement":[9],"environments":[10],"have":[11],"the":[12,69,82,130,138,143,166,179,188],"potential":[13],"to":[14,128],"use":[15],"for":[16,20,33,63],"health":[17],"monitoring":[18],"systems":[19],"people":[21],"with":[22,165],"movement":[23],"disabilities":[24],"by":[25],"assessing":[26],"progression":[27],"after":[28],"treatments":[29],"providing":[31],"information":[32],"assistive":[34],"device":[35],"controls.":[36],"The":[37,172],"latest":[38],"pose":[39,133,195],"estimation":[40],"algorithms":[41],"utilize":[42],"motion":[43,71],"capture":[44,47,72],"systems,":[45],"which":[46,89],"data":[48],"from":[49,81],"IMU":[50,84],"sensors":[51,85],"third-person":[53,57],"view":[54],"cameras.":[55],"However,":[56],"views":[58],"are":[59],"not":[60],"always":[61],"possible":[62],"outpatients":[64],"alone.":[65],"Thus,":[66],"we":[67,102,151],"propose":[68],"wearable":[70,83,87,158,161],"problem":[73],"of":[74,96],"reconstructing":[75],"cameras,":[88,163],"aids":[90],"clinicians'":[91],"diagnoses":[92],"on":[93,178,191],"patients":[94],"out":[95],"clinics.":[97],"To":[98,147],"solve":[99],"this":[100],"problem,":[101],"introduce":[103],"a":[104,113,118,122,153],"novel":[105],"Attention-Oriented":[106],"Recurrent":[107],"Neural":[108],"Network":[109],"(AttRNet)":[110],"that":[111],"contains":[112],"sensor-wise":[114],"attention-oriented":[115,125],"recurrent":[116,126],"encoder,":[117],"reconstruction":[119],"module,":[120],"dynamic":[123],"temporal":[124],"decoder,":[127],"reconstruct":[129],"over":[134],"time":[135,145],"predict":[137],"at":[142],"following":[144],"steps.":[146],"evaluate":[148],"our":[149],"approach,":[150],"collected":[152],"new":[154,180],"WearableMotionCapture":[155,182],"dataset":[156],"using":[157],"IMUs":[159],"video":[162],"along":[164],"musculoskeletal":[167],"joint":[168],"angle":[169],"ground":[170],"truth.":[171],"proposed":[173],"AttRNet":[174],"shows":[175],"high":[176],"accuracy":[177],"lower-limb":[181],"dataset,":[183],"it":[185],"also":[186],"outperforms":[187],"state-of-the-art":[189],"methods":[190],"two":[192],"public":[193],"full-body":[194],"datasets:":[196],"DIP-IMU":[197],"TotalCaputre.":[199]},"counts_by_year":[{"year":2026,"cited_by_count":6},{"year":2025,"cited_by_count":11},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-05-22T09:01:20.584952","created_date":"2025-10-10T00:00:00"}