{"id":"https://openalex.org/W4327662229","doi":"https://doi.org/10.1109/jbhi.2023.3257662","title":"A Review of Depth-Based Human Motion Enhancement: Past and Present","display_name":"A Review of Depth-Based Human Motion Enhancement: Past and Present","publication_year":2023,"publication_date":"2023-03-16","ids":{"openalex":"https://openalex.org/W4327662229","doi":"https://doi.org/10.1109/jbhi.2023.3257662","pmid":"https://pubmed.ncbi.nlm.nih.gov/37030727"},"language":"en","primary_location":{"id":"doi:10.1109/jbhi.2023.3257662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3257662","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":"review","indexed_in":["crossref","pubmed"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10504415/pdf/nihms-1893223.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101988792","display_name":"Le Zhou","orcid":"https://orcid.org/0000-0002-8726-6797"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Le Zhou","raw_affiliation_strings":["Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5077814150","display_name":"Nate Lannan","orcid":"https://orcid.org/0000-0002-7255-0453"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Nate Lannan","raw_affiliation_strings":["Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5016996180","display_name":"Guoliang Fan","orcid":"https://orcid.org/0000-0002-8584-9040"},"institutions":[{"id":"https://openalex.org/I115475287","display_name":"Oklahoma State University","ror":"https://ror.org/01g9vbr38","country_code":"US","type":"education","lineage":["https://openalex.org/I115475287"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Guoliang Fan","raw_affiliation_strings":["Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA"],"affiliations":[{"raw_affiliation_string":"Electrical Engineering Department, Oklahoma state university, Stillwater, OK, USA","institution_ids":["https://openalex.org/I115475287"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5101988792"],"corresponding_institution_ids":["https://openalex.org/I115475287"],"apc_list":null,"apc_paid":null,"fwci":0.8493,"has_fulltext":true,"cited_by_count":7,"citation_normalized_percentile":{"value":0.74347582,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":"28","issue":"2","first_page":"633","last_page":"644"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":0.9997000098228455,"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":0.9997000098228455,"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/T12290","display_name":"Human Motion and Animation","score":0.9991000294685364,"subfield":{"id":"https://openalex.org/subfields/2207","display_name":"Control and Systems Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11439","display_name":"Video Analysis and Summarization","score":0.9961000084877014,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7592309713363647},{"id":"https://openalex.org/keywords/motion-capture","display_name":"Motion capture","score":0.6959988474845886},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.619076669216156},{"id":"https://openalex.org/keywords/motion","display_name":"Motion (physics)","score":0.6116554141044617},{"id":"https://openalex.org/keywords/cover","display_name":"Cover (algebra)","score":0.568130373954773},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.5163418054580688},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4982748031616211},{"id":"https://openalex.org/keywords/human-motion","display_name":"Human motion","score":0.444828063249588},{"id":"https://openalex.org/keywords/data-collection","display_name":"Data collection","score":0.43788430094718933},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3600432872772217},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.32816874980926514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7592309713363647},{"id":"https://openalex.org/C48007421","wikidata":"https://www.wikidata.org/wiki/Q676252","display_name":"Motion capture","level":3,"score":0.6959988474845886},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.619076669216156},{"id":"https://openalex.org/C104114177","wikidata":"https://www.wikidata.org/wiki/Q79782","display_name":"Motion (physics)","level":2,"score":0.6116554141044617},{"id":"https://openalex.org/C2780428219","wikidata":"https://www.wikidata.org/wiki/Q16952335","display_name":"Cover (algebra)","level":2,"score":0.568130373954773},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.5163418054580688},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4982748031616211},{"id":"https://openalex.org/C2986578859","wikidata":"https://www.wikidata.org/wiki/Q657632","display_name":"Human motion","level":3,"score":0.444828063249588},{"id":"https://openalex.org/C133462117","wikidata":"https://www.wikidata.org/wiki/Q4929239","display_name":"Data collection","level":2,"score":0.43788430094718933},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3600432872772217},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.32816874980926514},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"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/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"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":"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":"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":"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":"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":"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":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D063086","descriptor_name":"Organothiophosphates","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":3,"locations":[{"id":"doi:10.1109/jbhi.2023.3257662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/jbhi.2023.3257662","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:37030727","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/37030727","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},{"id":"pmh:oai:pubmedcentral.nih.gov:10504415","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10504415","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10504415/pdf/nihms-1893223.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"}],"best_oa_location":{"id":"pmh:oai:pubmedcentral.nih.gov:10504415","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/10504415","pdf_url":"https://pmc.ncbi.nlm.nih.gov/articles/PMC10504415/pdf/nihms-1893223.pdf","source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","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":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE J Biomed Health Inform","raw_type":"Text"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1559739173","display_name":null,"funder_award_id":"R15 AG061833","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G3497591915","display_name":null,"funder_award_id":"(NIH)","funder_id":"https://openalex.org/F4320332161","funder_display_name":"National Institutes of Health"},{"id":"https://openalex.org/G6727959046","display_name":null,"funder_award_id":"HR18-069","funder_id":"https://openalex.org/F4320310627","funder_display_name":"Oklahoma Center for the Advancement of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320310627","display_name":"Oklahoma Center for the Advancement of Science and Technology","ror":"https://ror.org/02q578v20"},{"id":"https://openalex.org/F4320332161","display_name":"National Institutes of Health","ror":"https://ror.org/01cwqze88"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4327662229.pdf","grobid_xml":"https://content.openalex.org/works/W4327662229.grobid-xml"},"referenced_works_count":73,"referenced_works":["https://openalex.org/W1861613779","https://openalex.org/W1971378412","https://openalex.org/W1972333572","https://openalex.org/W1977273805","https://openalex.org/W1988874269","https://openalex.org/W2019669448","https://openalex.org/W2027807575","https://openalex.org/W2036196300","https://openalex.org/W2041670192","https://openalex.org/W2065624956","https://openalex.org/W2067048406","https://openalex.org/W2069097276","https://openalex.org/W2075607010","https://openalex.org/W2082710778","https://openalex.org/W2085735683","https://openalex.org/W2098678387","https://openalex.org/W2099333815","https://openalex.org/W2100716893","https://openalex.org/W2101032778","https://openalex.org/W2111067675","https://openalex.org/W2134230037","https://openalex.org/W2137017409","https://openalex.org/W2144380653","https://openalex.org/W2150913887","https://openalex.org/W2164460121","https://openalex.org/W2169757860","https://openalex.org/W2172156083","https://openalex.org/W2198195940","https://openalex.org/W2218617828","https://openalex.org/W2290727245","https://openalex.org/W2296629652","https://openalex.org/W2303693074","https://openalex.org/W2332287460","https://openalex.org/W2338710835","https://openalex.org/W2410607893","https://openalex.org/W2469134594","https://openalex.org/W2594167370","https://openalex.org/W2608971679","https://openalex.org/W2740987038","https://openalex.org/W2756674578","https://openalex.org/W2765369150","https://openalex.org/W2797184202","https://openalex.org/W2886552305","https://openalex.org/W2904440742","https://openalex.org/W2922370718","https://openalex.org/W2934947903","https://openalex.org/W2945265480","https://openalex.org/W2961195618","https://openalex.org/W2964174634","https://openalex.org/W2967690249","https://openalex.org/W2969416295","https://openalex.org/W3007000254","https://openalex.org/W3012477660","https://openalex.org/W3024236147","https://openalex.org/W3087253146","https://openalex.org/W3115641232","https://openalex.org/W3116498733","https://openalex.org/W3119062946","https://openalex.org/W3155528927","https://openalex.org/W3169682454","https://openalex.org/W3178068152","https://openalex.org/W3194070390","https://openalex.org/W4206011796","https://openalex.org/W4224241240","https://openalex.org/W4226197476","https://openalex.org/W4292793965","https://openalex.org/W6607574703","https://openalex.org/W6672118469","https://openalex.org/W6685008830","https://openalex.org/W6703715507","https://openalex.org/W6762430690","https://openalex.org/W6892414103","https://openalex.org/W6944817876"],"related_works":["https://openalex.org/W1827696521","https://openalex.org/W2173450654","https://openalex.org/W2039848376","https://openalex.org/W2621720158","https://openalex.org/W2091722187","https://openalex.org/W2130272765","https://openalex.org/W4401486264","https://openalex.org/W2006196742","https://openalex.org/W3044789842","https://openalex.org/W2121113403"],"abstract_inverted_index":{"In":[0,59],"this":[1],"article,":[2],"we":[3,61,110],"survey":[4,93],"the":[5,29,77,95,107],"current":[6],"research":[7,24,114],"trends":[8],"of":[9,13,48],"enhancement":[10],"and":[11,19,43,55,76,92,103,122],"denoising":[12],"depth-based":[14],"motion":[15,36],"capture":[16],"data":[17,69,74],"(D-Mocap)":[18],"also":[20,111],"discuss":[21],"possible":[22],"future":[23,113],"issues.":[25],"We":[26,38],"first":[27],"present":[28,62],"commonly":[30],"used":[31,79],"problem":[32],"formulation":[33],"for":[34,80,124],"human":[35],"enhancement.":[37],"then":[39],"review":[40],"related":[41],"work":[42],"cover":[44],"a":[45,89],"broad":[46],"set":[47],"methodologies":[49],"including":[50],"filtering":[51],"based,":[52,54],"learning":[53],"evolutionary":[56],"based":[57],"approaches.":[58],"addition,":[60],"some":[63],"important":[64],"experiments-related":[65],"issues,":[66],"such":[67],"as":[68],"creation":[70],"or":[71],"collection,":[72],"reference":[73],"generation,":[75],"metrics":[78],"performance":[81],"evaluation.":[82],"It":[83],"is":[84],"our":[85],"intent":[86],"to":[87],"provide":[88],"comprehensive":[90],"tutorial":[91],"on":[94,98],"recent":[96],"efforts":[97],"D-Mocap":[99,119],"improvement,":[100],"both":[101],"methodologically":[102],"experimentally.":[104],"By":[105],"comparing":[106],"state-of-the-art":[108],"methods,":[109],"propose":[112],"needs":[115],"that":[116],"could":[117],"make":[118],"more":[120],"useful":[121],"relevant":[123],"real-world":[125],"clinical":[126],"applications.":[127]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1}],"updated_date":"2026-03-23T07:41:27.035349","created_date":"2025-10-10T00:00:00"}