{"id":"https://openalex.org/W2120146197","doi":"https://doi.org/10.1109/tsmcb.2010.2044040","title":"Recognition of Affect Based on Gait Patterns","display_name":"Recognition of Affect Based on Gait Patterns","publication_year":2010,"publication_date":"2010-03-30","ids":{"openalex":"https://openalex.org/W2120146197","doi":"https://doi.org/10.1109/tsmcb.2010.2044040","mag":"2120146197","pmid":"https://pubmed.ncbi.nlm.nih.gov/20350859"},"language":"en","primary_location":{"id":"doi:10.1109/tsmcb.2010.2044040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2010.2044040","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)","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/A5112073399","display_name":"Michelle Karg","orcid":null},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Michelle Karg","raw_affiliation_strings":["Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany. mkarg@tum.de","Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany. mkarg@tum.de","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056732510","display_name":"Kolja K\u00fchnlenz","orcid":"https://orcid.org/0000-0003-1511-9381"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Kolja Kuhnlenz","raw_affiliation_strings":["Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5081223790","display_name":"Martin Buss","orcid":"https://orcid.org/0000-0002-1776-2752"},"institutions":[{"id":"https://openalex.org/I62916508","display_name":"Technical University of Munich","ror":"https://ror.org/02kkvpp62","country_code":"DE","type":"education","lineage":["https://openalex.org/I62916508"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Martin Buss","raw_affiliation_strings":["Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Institute of Automatic Control Engineering, Technische Universit\u00e4t M\u00fcnchen, Munich, Germany","institution_ids":["https://openalex.org/I62916508"]},{"raw_affiliation_string":"Inst. of Autom. Control Eng., Tech. Univ. Munchen, Munich, Germany","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I62916508"],"apc_list":null,"apc_paid":null,"fwci":4.2581,"has_fulltext":false,"cited_by_count":152,"citation_normalized_percentile":{"value":0.94267837,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"40","issue":"4","first_page":"1050","last_page":"1061"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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"}},"topics":[{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":1.0,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.998199999332428,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.996999979019165,"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/linear-discriminant-analysis","display_name":"Linear discriminant analysis","score":0.7209802865982056},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6850022077560425},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.6634462475776672},{"id":"https://openalex.org/keywords/affect","display_name":"Affect (linguistics)","score":0.5946188569068909},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.58275306224823},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.5259475708007812},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5075101256370544},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.46965208649635315},{"id":"https://openalex.org/keywords/stride","display_name":"STRIDE","score":0.4630778729915619},{"id":"https://openalex.org/keywords/kernel-principal-component-analysis","display_name":"Kernel principal component analysis","score":0.4272160828113556},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.3276403546333313},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.27191126346588135},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.25715869665145874},{"id":"https://openalex.org/keywords/communication","display_name":"Communication","score":0.1534854769706726},{"id":"https://openalex.org/keywords/kernel-method","display_name":"Kernel method","score":0.11758100986480713},{"id":"https://openalex.org/keywords/computer-security","display_name":"Computer security","score":0.08341732621192932}],"concepts":[{"id":"https://openalex.org/C69738355","wikidata":"https://www.wikidata.org/wiki/Q1228929","display_name":"Linear discriminant analysis","level":2,"score":0.7209802865982056},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6850022077560425},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.6634462475776672},{"id":"https://openalex.org/C2776035688","wikidata":"https://www.wikidata.org/wiki/Q1606558","display_name":"Affect (linguistics)","level":2,"score":0.5946188569068909},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.58275306224823},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.5259475708007812},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5075101256370544},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.46965208649635315},{"id":"https://openalex.org/C18007350","wikidata":"https://www.wikidata.org/wiki/Q7394815","display_name":"STRIDE","level":2,"score":0.4630778729915619},{"id":"https://openalex.org/C182335926","wikidata":"https://www.wikidata.org/wiki/Q17093020","display_name":"Kernel principal component analysis","level":4,"score":0.4272160828113556},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.3276403546333313},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.27191126346588135},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.25715869665145874},{"id":"https://openalex.org/C46312422","wikidata":"https://www.wikidata.org/wiki/Q11024","display_name":"Communication","level":1,"score":0.1534854769706726},{"id":"https://openalex.org/C122280245","wikidata":"https://www.wikidata.org/wiki/Q620622","display_name":"Kernel method","level":3,"score":0.11758100986480713},{"id":"https://openalex.org/C38652104","wikidata":"https://www.wikidata.org/wiki/Q3510521","display_name":"Computer security","level":1,"score":0.08341732621192932},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0}],"mesh":[{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000339","descriptor_name":"Affect","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001185","descriptor_name":"Artificial Intelligence","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":"Q000502","qualifier_name":"physiology","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":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007089","descriptor_name":"Image Enhancement","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D007090","descriptor_name":"Image Interpretation, Computer-Assisted","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010781","descriptor_name":"Photography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D012680","descriptor_name":"Sensitivity and Specificity","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D014741","descriptor_name":"Video Recording","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D015203","descriptor_name":"Reproducibility of Results","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":3,"locations":[{"id":"doi:10.1109/tsmcb.2010.2044040","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tsmcb.2010.2044040","pdf_url":null,"source":{"id":"https://openalex.org/S4210170378","display_name":"IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)","issn_l":"1083-4419","issn":["1083-4419","1941-0492"],"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 Transactions on Systems, Man, and Cybernetics, Part B (Cybernetics)","raw_type":"journal-article"},{"id":"pmid:20350859","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/20350859","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 transactions on systems, man, and cybernetics. Part B, Cybernetics : a publication of the IEEE Systems, Man, and Cybernetics Society","raw_type":null},{"id":"pmh:oai:mediatum.ub.tum.de:node/1082099","is_oa":false,"landing_page_url":"https://mediatum.ub.tum.de/1082099","pdf_url":null,"source":{"id":"https://openalex.org/S4377196330","display_name":"mediaTUM  (Technical University of Munich)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I62916508","host_organization_name":"Technical University of Munich","host_organization_lineage":["https://openalex.org/I62916508"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7099999785423279,"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":61,"referenced_works":["https://openalex.org/W180870983","https://openalex.org/W381708790","https://openalex.org/W1494587573","https://openalex.org/W1506806321","https://openalex.org/W1536128259","https://openalex.org/W1549473311","https://openalex.org/W1564084013","https://openalex.org/W1587559447","https://openalex.org/W1610824330","https://openalex.org/W1663973292","https://openalex.org/W1723619723","https://openalex.org/W1869445247","https://openalex.org/W1965306520","https://openalex.org/W1968811590","https://openalex.org/W1977543168","https://openalex.org/W1977841100","https://openalex.org/W1984186949","https://openalex.org/W1985706701","https://openalex.org/W1986874010","https://openalex.org/W1987262989","https://openalex.org/W1990717412","https://openalex.org/W1997060370","https://openalex.org/W2003653478","https://openalex.org/W2041657594","https://openalex.org/W2043152589","https://openalex.org/W2062536306","https://openalex.org/W2069002413","https://openalex.org/W2081253949","https://openalex.org/W2083231156","https://openalex.org/W2097909335","https://openalex.org/W2104227741","https://openalex.org/W2106094637","https://openalex.org/W2118526556","https://openalex.org/W2119350939","https://openalex.org/W2126680226","https://openalex.org/W2132680170","https://openalex.org/W2134262590","https://openalex.org/W2135541996","https://openalex.org/W2137570937","https://openalex.org/W2141381813","https://openalex.org/W2144481990","https://openalex.org/W2149516292","https://openalex.org/W2151458682","https://openalex.org/W2152115238","https://openalex.org/W2152194780","https://openalex.org/W2153635508","https://openalex.org/W2156503193","https://openalex.org/W2291663305","https://openalex.org/W2339343773","https://openalex.org/W2498787287","https://openalex.org/W2799061466","https://openalex.org/W3111472409","https://openalex.org/W3120421331","https://openalex.org/W4210267733","https://openalex.org/W4230277160","https://openalex.org/W4230946174","https://openalex.org/W4234565301","https://openalex.org/W4285719527","https://openalex.org/W4313169793","https://openalex.org/W4388252364","https://openalex.org/W6999397431"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995","https://openalex.org/W2729676947"],"abstract_inverted_index":{"To":[0],"provide":[1],"a":[2,9,20,106],"means":[3],"for":[4,76,119,136],"recognition":[5,30,37,93,138],"of":[6,16,80,90,94,105,113,139],"affect":[7,81],"from":[8],"distance,":[10],"this":[11],"paper":[12],"analyzes":[13],"the":[14,87,103,137],"capability":[15],"gait":[17,71,83,128],"to":[18,48,65],"reveal":[19],"person's":[21],"affective":[22,34,40],"state.":[23],"We":[24],"address":[25],"interindividual":[26],"versus":[27,36],"person-dependent":[28,92],"recognition,":[29],"based":[31,38,101],"on":[32,39,102],"discrete":[33],"states":[35],"dimensions,":[41],"and":[42,59,115,150],"efficient":[43],"feature":[44],"extraction":[45],"with":[46],"respect":[47],"affect.":[49,140],"Principal":[50],"component":[51],"analysis":[52,62],"(PCA),":[53],"kernel":[54],"PCA,":[55],"linear":[56],"discriminant":[57,61],"analysis,":[58],"general":[60],"are":[63,117],"compared":[64],"either":[66],"reduce":[67],"temporal":[68],"information":[69],"in":[70,82,122,145],"or":[72],"extract":[73],"relevant":[74],"features":[75],"classification.":[77],"Although":[78],"expression":[79],"is":[84,125],"covered":[85],"by":[86],"primary":[88],"task":[89],"locomotion,":[91],"motion":[95],"capture":[96],"data":[97],"reaches":[98],"95%":[99],"accuracy":[100],"observation":[104],"single":[107],"stride.":[108],"In":[109],"particular,":[110],"different":[111],"levels":[112],"arousal":[114],"dominance":[116],"suitable":[118],"being":[120],"recognized":[121],"gait.":[123],"It":[124],"concluded":[126],"that":[127],"can":[129],"be":[130],"used":[131],"as":[132],"an":[133],"additional":[134],"modality":[135],"Application":[141],"scenarios":[142],"include":[143],"monitoring":[144],"high-security":[146],"areas,":[147],"human-robot":[148],"interaction,":[149],"cognitive":[151],"home":[152],"environments.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":6},{"year":2024,"cited_by_count":10},{"year":2023,"cited_by_count":10},{"year":2022,"cited_by_count":18},{"year":2021,"cited_by_count":11},{"year":2020,"cited_by_count":6},{"year":2019,"cited_by_count":11},{"year":2018,"cited_by_count":6},{"year":2017,"cited_by_count":11},{"year":2016,"cited_by_count":15},{"year":2015,"cited_by_count":12},{"year":2014,"cited_by_count":11},{"year":2013,"cited_by_count":11},{"year":2012,"cited_by_count":6}],"updated_date":"2026-01-13T01:12:25.745995","created_date":"2025-10-10T00:00:00"}