{"id":"https://openalex.org/W4392554486","doi":"https://doi.org/10.4108/eetel.5191","title":"Gesture Recognition Based on Deep Learning: A Review","display_name":"Gesture Recognition Based on Deep Learning: A Review","publication_year":2024,"publication_date":"2024-03-07","ids":{"openalex":"https://openalex.org/W4392554486","doi":"https://doi.org/10.4108/eetel.5191"},"language":"en","primary_location":{"id":"doi:10.4108/eetel.5191","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eetel.5191","pdf_url":"https://publications.eai.eu/index.php/el/article/download/5191/2950","source":{"id":"https://openalex.org/S2738947950","display_name":"ICST Transactions on e-Education and e-Learning","issn_l":"2032-9253","issn":["2032-9253"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on e-Learning","raw_type":"journal-article"},"type":"review","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"diamond","oa_url":"https://publications.eai.eu/index.php/el/article/download/5191/2950","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5100377092","display_name":"Meng Wu","orcid":"https://orcid.org/0000-0001-6362-9971"},"institutions":[{"id":"https://openalex.org/I235331625","display_name":"Jiangsu Second Normal University","ror":"https://ror.org/00e6ytg41","country_code":"CN","type":"education","lineage":["https://openalex.org/I235331625"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Meng Wu","raw_affiliation_strings":["Jiangsu Second Normal University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Jiangsu Second Normal University","institution_ids":["https://openalex.org/I235331625"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":["https://openalex.org/A5100377092"],"corresponding_institution_ids":["https://openalex.org/I235331625"],"apc_list":null,"apc_paid":null,"fwci":8.6703,"has_fulltext":true,"cited_by_count":27,"citation_normalized_percentile":{"value":0.98154755,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"10","issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9945999979972839,"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"}},"topics":[{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9945999979972839,"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":0.9440000057220459,"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/gesture","display_name":"Gesture","score":0.7136485576629639},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.533744215965271},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5311794281005859},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4158284366130829},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3665901720523834}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.7136485576629639},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.533744215965271},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5311794281005859},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4158284366130829},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3665901720523834}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.4108/eetel.5191","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eetel.5191","pdf_url":"https://publications.eai.eu/index.php/el/article/download/5191/2950","source":{"id":"https://openalex.org/S2738947950","display_name":"ICST Transactions on e-Education and e-Learning","issn_l":"2032-9253","issn":["2032-9253"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on e-Learning","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.4108/eetel.5191","is_oa":true,"landing_page_url":"https://doi.org/10.4108/eetel.5191","pdf_url":"https://publications.eai.eu/index.php/el/article/download/5191/2950","source":{"id":"https://openalex.org/S2738947950","display_name":"ICST Transactions on e-Education and e-Learning","issn_l":"2032-9253","issn":["2032-9253"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310321144","host_organization_name":"Institute for Computer Sciences, Social Informatics and Telecommunications Engineering","host_organization_lineage":["https://openalex.org/P4310321144"],"host_organization_lineage_names":["Institute for Computer Sciences, Social Informatics and Telecommunications Engineering"],"type":"journal"},"license":"cc-by-nc-sa","license_id":"https://openalex.org/licenses/cc-by-nc-sa","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"EAI Endorsed Transactions on e-Learning","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Industry, innovation and infrastructure","score":0.41999998688697815,"id":"https://metadata.un.org/sdg/9"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320327028","display_name":"State Key Laboratory of Millimeter Waves","ror":null}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4392554486.pdf"},"referenced_works_count":71,"referenced_works":["https://openalex.org/W2143490601","https://openalex.org/W2332955852","https://openalex.org/W2799980968","https://openalex.org/W2904363802","https://openalex.org/W2917777001","https://openalex.org/W2936492398","https://openalex.org/W3002717429","https://openalex.org/W3005598269","https://openalex.org/W3011271118","https://openalex.org/W3019113039","https://openalex.org/W3019808793","https://openalex.org/W3035661013","https://openalex.org/W3042706960","https://openalex.org/W3081702870","https://openalex.org/W3087439305","https://openalex.org/W3095986980","https://openalex.org/W3125372737","https://openalex.org/W3133946207","https://openalex.org/W3148514348","https://openalex.org/W3157682162","https://openalex.org/W3164321807","https://openalex.org/W3166800746","https://openalex.org/W3176427798","https://openalex.org/W3180787265","https://openalex.org/W3186358482","https://openalex.org/W3194595645","https://openalex.org/W3195791401","https://openalex.org/W3198874147","https://openalex.org/W3203452132","https://openalex.org/W3204011032","https://openalex.org/W3206003474","https://openalex.org/W3213573359","https://openalex.org/W4213031007","https://openalex.org/W4220679775","https://openalex.org/W4220772768","https://openalex.org/W4226251756","https://openalex.org/W4297347800","https://openalex.org/W4304689509","https://openalex.org/W4309009981","https://openalex.org/W4312650429","https://openalex.org/W4315781750","https://openalex.org/W4315874700","https://openalex.org/W4319072600","https://openalex.org/W4320725276","https://openalex.org/W4321375307","https://openalex.org/W4366313356","https://openalex.org/W4367334710","https://openalex.org/W4367549753","https://openalex.org/W4368348028","https://openalex.org/W4375862404","https://openalex.org/W4380085166","https://openalex.org/W4382136402","https://openalex.org/W4382202927","https://openalex.org/W4385660124","https://openalex.org/W4385700346","https://openalex.org/W4386285324","https://openalex.org/W4386703697","https://openalex.org/W4386889245","https://openalex.org/W4386893131","https://openalex.org/W4387096084","https://openalex.org/W4387436112","https://openalex.org/W4388856539","https://openalex.org/W4388867906","https://openalex.org/W4389097388","https://openalex.org/W4390669383","https://openalex.org/W4390948737","https://openalex.org/W4391135290","https://openalex.org/W6780399674","https://openalex.org/W6784918217","https://openalex.org/W6801063887","https://openalex.org/W6861088427"],"related_works":["https://openalex.org/W2748952813","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":{"Gesture":[0,178],"recognition":[1,179,228],"is":[2,152],"an":[3,83],"important":[4],"and":[5,13,46,63,105,118,169,191,203,206,217,221,234],"inevitable":[6],"technology":[7,229],"in":[8,34,82,99,172,175,224],"modern":[9],"times,":[10],"its":[11],"appearance":[12],"improvement":[14],"greatly":[15],"improve":[16,218],"the":[17,47,80,122,185,198,219,225],"convenience":[18],"of":[19,32,49,54,72,121,125,187,200],"people's":[20,25],"lives,":[21],"but":[22,194],"also":[23,196],"enrich":[24],"lives.":[26],"It":[27],"has":[28,184],"a":[29,95],"wide":[30],"range":[31],"applications":[33],"various":[35],"fields.":[36],"In":[37,52,70],"daily":[38],"life,":[39],"it":[40,57,74,195],"can":[41,58,135,141,149],"carry":[42,67,136],"out":[43,68,137],"human-computer":[44],"interaction":[45],"use":[48],"smart":[50],"home.":[51],"terms":[53,71],"medical":[55],"treatment,":[56],"help":[59],"patients":[60],"to":[61,66,77,157,165,215],"recover":[62],"assist":[64],"doctors":[65],"experiments.":[69],"entertainment,":[73],"allows":[75],"users":[76],"interact":[78],"with":[79,143],"game":[81],"immersive":[84],"manner.":[85],"This":[86],"paper":[87],"chooses":[88],"three":[89],"technologies":[90,163],"that":[91,223],"deep":[92,110,182],"learning":[93,107,148,183],"plays":[94],"more":[96,232],"prominent":[97],"role":[98],"gesture":[100,227],"recognition,":[101],"namely":[102],"CNNs,":[103],"LSTM":[104,140],"transfer":[106,147,150],"based":[108,180],"on":[109,181],"learning.":[111],"They":[112],"each":[113],"have":[114,129],"their":[115],"own":[116],"advantages":[117,186],"disadvantages.":[119],"Because":[120],"different":[123,127,130,161,166],"principles":[124],"use,":[126],"techniques":[128],"roles,":[131],"such":[132],"as":[133],"CNNs":[134],"feature":[138],"extraction,":[139],"deal":[142],"long":[144],"time":[145,174,204],"series,":[146],"what":[151],"learned":[153],"from":[154],"another":[155],"task":[156],"this":[158],"task.":[159],"Select":[160],"practical":[162,176],"according":[164],"application":[167],"scenarios,":[168],"make":[170],"improvements":[171],"real":[173],"applications.":[177],"good":[188],"accuracy,":[189],"robustness":[190],"real-time":[192],"implementation,":[193],"bears":[197],"disadvantages":[199],"huge":[201],"economic":[202],"costs":[205],"high":[207],"hardware":[208],"requirements.":[209],"Despite":[210],"some":[211],"challenges,":[212],"researchers":[213],"continue":[214],"optimize":[216],"technology,":[220],"believe":[222],"future,":[226],"will":[230],"be":[231],"mature":[233],"valuable.":[235]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":12},{"year":2024,"cited_by_count":10}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}