{"id":"https://openalex.org/W4320725276","doi":"https://doi.org/10.3233/kes-208195","title":"Autonomous gesture recognition using multi-layer LSTM networks and laban movement analysis","display_name":"Autonomous gesture recognition using multi-layer LSTM networks and laban movement analysis","publication_year":2023,"publication_date":"2023-02-14","ids":{"openalex":"https://openalex.org/W4320725276","doi":"https://doi.org/10.3233/kes-208195"},"language":"en","primary_location":{"id":"doi:10.3233/kes-208195","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-208195","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hal.science/hal-04049134v1/document","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5006680320","display_name":"Zahra Ramezanpanah","orcid":null},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107733","display_name":"Informatique, BioInformatique, Syst\u00e8mes Complexes","ror":"https://ror.org/01aqxgr98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107733","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]}],"countries":["FR"],"is_corresponding":true,"raw_author_name":"Zahra Ramezanpanah","raw_affiliation_strings":["University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"raw_affiliation_string":"IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)","institution_ids":["https://openalex.org/I4210107733"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101182189","display_name":"Malik Mallem","orcid":"https://orcid.org/0000-0002-2471-7028"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107733","display_name":"Informatique, BioInformatique, Syst\u00e8mes Complexes","ror":"https://ror.org/01aqxgr98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107733","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Malik Mallem","raw_affiliation_strings":["University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"raw_affiliation_string":"IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)","institution_ids":["https://openalex.org/I4210107733"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5001654059","display_name":"Fr\u00e9d\u00e9ric Davesne","orcid":"https://orcid.org/0000-0001-9100-7109"},"institutions":[{"id":"https://openalex.org/I277688954","display_name":"Universit\u00e9 Paris-Saclay","ror":"https://ror.org/03xjwb503","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954"]},{"id":"https://openalex.org/I4210107733","display_name":"Informatique, BioInformatique, Syst\u00e8mes Complexes","ror":"https://ror.org/01aqxgr98","country_code":"FR","type":"facility","lineage":["https://openalex.org/I277688954","https://openalex.org/I277688954","https://openalex.org/I4210107733","https://openalex.org/I88467170"]},{"id":"https://openalex.org/I88467170","display_name":"Universit\u00e9 d'\u00c9vry Val-d'Essonne","ror":"https://ror.org/00e96v939","country_code":"FR","type":"education","lineage":["https://openalex.org/I277688954","https://openalex.org/I88467170"]}],"countries":["FR"],"is_corresponding":false,"raw_author_name":"Fr\u00e9d\u00e9ric Davesne","raw_affiliation_strings":["University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Paris-Saclay, University of \u00c9vry, \u00c9vry-Courcouronnes, France","institution_ids":["https://openalex.org/I277688954","https://openalex.org/I88467170"]},{"raw_affiliation_string":"IBISC - Informatique, BioInformatique, Syst\u00e8mes Complexes (40,rue du pelvoux, Courcouronnes 91020 EVRY CEDEX - France)","institution_ids":["https://openalex.org/I4210107733"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5006680320"],"corresponding_institution_ids":["https://openalex.org/I277688954","https://openalex.org/I4210107733","https://openalex.org/I88467170"],"apc_list":null,"apc_paid":null,"fwci":0.5357,"has_fulltext":true,"cited_by_count":5,"citation_normalized_percentile":{"value":0.64787993,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"26","issue":"4","first_page":"289","last_page":"297"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","score":1.0,"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":1.0,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998000264167786,"subfield":{"id":"https://openalex.org/subfields/1709","display_name":"Human-Computer Interaction"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9975000023841858,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7143477201461792},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.6433032751083374},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6234673261642456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5713586211204529},{"id":"https://openalex.org/keywords/movement","display_name":"Movement (music)","score":0.5712862014770508},{"id":"https://openalex.org/keywords/field","display_name":"Field (mathematics)","score":0.5559638142585754},{"id":"https://openalex.org/keywords/joint","display_name":"Joint (building)","score":0.5254361033439636},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5146718621253967},{"id":"https://openalex.org/keywords/quaternion","display_name":"Quaternion","score":0.5122177004814148},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4377969801425934},{"id":"https://openalex.org/keywords/boundary","display_name":"Boundary (topology)","score":0.41353127360343933},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3828284740447998},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.13108694553375244}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7143477201461792},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.6433032751083374},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6234673261642456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5713586211204529},{"id":"https://openalex.org/C2780226923","wikidata":"https://www.wikidata.org/wiki/Q929848","display_name":"Movement (music)","level":2,"score":0.5712862014770508},{"id":"https://openalex.org/C9652623","wikidata":"https://www.wikidata.org/wiki/Q190109","display_name":"Field (mathematics)","level":2,"score":0.5559638142585754},{"id":"https://openalex.org/C18555067","wikidata":"https://www.wikidata.org/wiki/Q8375051","display_name":"Joint (building)","level":2,"score":0.5254361033439636},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5146718621253967},{"id":"https://openalex.org/C200127275","wikidata":"https://www.wikidata.org/wiki/Q173853","display_name":"Quaternion","level":2,"score":0.5122177004814148},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4377969801425934},{"id":"https://openalex.org/C62354387","wikidata":"https://www.wikidata.org/wiki/Q875399","display_name":"Boundary (topology)","level":2,"score":0.41353127360343933},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3828284740447998},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.13108694553375244},{"id":"https://openalex.org/C107038049","wikidata":"https://www.wikidata.org/wiki/Q35986","display_name":"Aesthetics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0},{"id":"https://openalex.org/C170154142","wikidata":"https://www.wikidata.org/wiki/Q150737","display_name":"Architectural engineering","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C2524010","wikidata":"https://www.wikidata.org/wiki/Q8087","display_name":"Geometry","level":1,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3233/kes-208195","is_oa":false,"landing_page_url":"https://doi.org/10.3233/kes-208195","pdf_url":null,"source":{"id":"https://openalex.org/S133764092","display_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","issn_l":"1327-2314","issn":["1327-2314","1875-8827"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310318577","host_organization_name":"IOS Press","host_organization_lineage":["https://openalex.org/P4310318577"],"host_organization_lineage_names":["IOS Press"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Knowledge-based and Intelligent Engineering Systems","raw_type":"journal-article"},{"id":"pmh:oai:HAL:hal-04049134v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04049134","pdf_url":"https://hal.science/hal-04049134v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Knowledge-Based and Intelligent Engineering Systems, 2023, 26 (4), pp.289--297. ⟨10.3233/KES-208195⟩","raw_type":"info:eu-repo/semantics/article"}],"best_oa_location":{"id":"pmh:oai:HAL:hal-04049134v1","is_oa":true,"landing_page_url":"https://hal.science/hal-04049134","pdf_url":"https://hal.science/hal-04049134v1/document","source":{"id":"https://openalex.org/S4306402512","display_name":"HAL (Le Centre pour la Communication Scientifique Directe)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1294671590","host_organization_name":"Centre National de la Recherche Scientifique","host_organization_lineage":["https://openalex.org/I1294671590"],"host_organization_lineage_names":[],"type":"repository"},"license":"other-oa","license_id":"https://openalex.org/licenses/other-oa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"International Journal of Knowledge-Based and Intelligent Engineering Systems, 2023, 26 (4), pp.289--297. ⟨10.3233/KES-208195⟩","raw_type":"info:eu-repo/semantics/article"},"sustainable_development_goals":[{"score":0.4300000071525574,"id":"https://metadata.un.org/sdg/16","display_name":"Peace, Justice and strong institutions"}],"awards":[],"funders":[],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4320725276.pdf","grobid_xml":"https://content.openalex.org/works/W4320725276.grobid-xml"},"referenced_works_count":44,"referenced_works":["https://openalex.org/W1777221758","https://openalex.org/W1893516992","https://openalex.org/W2054041160","https://openalex.org/W2069143585","https://openalex.org/W2087007396","https://openalex.org/W2093317197","https://openalex.org/W2119317829","https://openalex.org/W2144380653","https://openalex.org/W2145546283","https://openalex.org/W2149645715","https://openalex.org/W2511929793","https://openalex.org/W2580219854","https://openalex.org/W2778523960","https://openalex.org/W2782057162","https://openalex.org/W2799211965","https://openalex.org/W2904615894","https://openalex.org/W2906670092","https://openalex.org/W2914340986","https://openalex.org/W2920965587","https://openalex.org/W2944006115","https://openalex.org/W2944571487","https://openalex.org/W2946466583","https://openalex.org/W2948246283","https://openalex.org/W2963370140","https://openalex.org/W2963465695","https://openalex.org/W2964134613","https://openalex.org/W2964454173","https://openalex.org/W3010739957","https://openalex.org/W3026237069","https://openalex.org/W3041751009","https://openalex.org/W3098538019","https://openalex.org/W6639400878","https://openalex.org/W6664144172","https://openalex.org/W6681176984","https://openalex.org/W6681199532","https://openalex.org/W6704520437","https://openalex.org/W6725198965","https://openalex.org/W6730044490","https://openalex.org/W6746803634","https://openalex.org/W6750714415","https://openalex.org/W6759373541","https://openalex.org/W6762068646","https://openalex.org/W6763223085","https://openalex.org/W6784985713"],"related_works":["https://openalex.org/W3127350447","https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W2010878661","https://openalex.org/W3147379364","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735"],"abstract_inverted_index":{"In":[0,53,109],"recent":[1],"years,":[2],"due":[3],"to":[4,80,92,119,139,154,218],"the":[5,11,17,46,54,57,70,88,94,114,130,133,137,155,158,165,168,171,178,182,186,195,198,205,208,246,254],"reasonable":[6],"price":[7],"of":[8,13,19,26,48,51,59,72,85,129,132,136,164,170,185,197,207],"RGB-D":[9],"devices,":[10],"use":[12,58,211],"skeletal-based":[14],"data":[15],"in":[16,40,68,87,152,174,253],"field":[18],"human-computer":[20],"interaction":[21],"has":[22,64,104],"attracted":[23],"a":[24,101,121,126,147,212],"lot":[25],"attention.":[27],"Being":[28],"free":[29],"from":[30],"problems":[31],"such":[32],"as":[33,36,38],"complex":[34],"backgrounds":[35],"well":[37],"changes":[39,169],"light":[41],"is":[42,100,225],"another":[43],"reason":[44],"for":[45],"popularity":[47],"this":[49,110,220],"type":[50],"data.":[52],"existing":[55],"methods,":[56],"joint":[60],"and":[61,75,98,124,141,161,167,188,242,245],"bone":[62],"information":[63,86],"had":[65],"significant":[66],"results":[67,247],"improving":[69],"recognition":[71],"human":[73],"movements":[74],"even":[76],"emotions.":[77],"However,":[78],"how":[79],"combine":[81],"these":[82],"two":[83],"types":[84],"best":[89],"possible":[90],"way":[91],"define":[93,177],"relationship":[95],"between":[96,157],"joints":[97,163,206],"bones":[99],"problem":[102],"that":[103],"not":[105],"yet":[106],"been":[107],"solved.":[108],"article,":[111],"we":[112,176],"used":[113],"Laban":[115],"Movement":[116],"Analysis":[117],"(LMA)":[118],"build":[120],"robust":[122],"descriptor":[123],"present":[125],"precise":[127],"description":[128],"connection":[131],"different":[134,183],"parts":[135,184],"body":[138,166,187],"itself":[140],"its":[142],"surrounding":[143],"environment":[144],"while":[145],"performing":[146],"gesture.":[148],"To":[149],"do":[150],"this,":[151],"addition":[153],"distances":[156],"hip":[159],"center":[160],"other":[162],"quaternion":[172],"angles":[173],"time,":[175],"triangles":[179],"formed":[180],"by":[181],"calculate":[189,194],"their":[190],"area.":[191],"We":[192,210],"also":[193],"area":[196],"single":[199],"conforming":[200],"3-D":[201],"boundary":[202],"around":[203],"all":[204],"body.":[209],"long":[213],"short-term":[214],"memory":[215],"(LSTM)":[216],"network":[217],"evaluate":[219],"descriptor.":[221],"The":[222],"proposed":[223],"algorithm":[224],"implemented":[226],"on":[227],"five":[228],"public":[229],"datasets:":[230],"NTU":[231],"RGB+D":[232],"120,":[233],"SYSU":[234],"3D":[235,238],"HOI,":[236],"FLORENCE":[237],"ACTIONS,":[239],"MSR":[240],"Action3D":[241],"UTKinect-Action3D":[243],"datasets,":[244],"are":[248],"compared":[249],"with":[250],"those":[251],"available":[252],"literature.":[255]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":2}],"updated_date":"2026-07-02T09:51:11.867554","created_date":"2025-10-10T00:00:00"}