{"id":"https://openalex.org/W3091761422","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207601","title":"An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition","display_name":"An Ensemble of Knowledge Sharing Models for Dynamic Hand Gesture Recognition","publication_year":2020,"publication_date":"2020-07-01","ids":{"openalex":"https://openalex.org/W3091761422","doi":"https://doi.org/10.1109/ijcnn48605.2020.9207601","mag":"3091761422"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn48605.2020.9207601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref"],"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/A5070572598","display_name":"Kenneth Lai","orcid":"https://orcid.org/0000-0003-1513-5509"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Kenneth Lai","raw_affiliation_strings":["Biometric Technologies Laboratory, University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometric Technologies Laboratory, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5085946799","display_name":"Svetlana Yanushkevich","orcid":"https://orcid.org/0000-0003-4794-9849"},"institutions":[{"id":"https://openalex.org/I168635309","display_name":"University of Calgary","ror":"https://ror.org/03yjb2x39","country_code":"CA","type":"education","lineage":["https://openalex.org/I168635309"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Svetlana Yanushkevich","raw_affiliation_strings":["Biometric Technologies Laboratory, University of Calgary, Canada"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Biometric Technologies Laboratory, University of Calgary, Canada","institution_ids":["https://openalex.org/I168635309"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I168635309"],"apc_list":null,"apc_paid":null,"fwci":1.5286,"has_fulltext":false,"cited_by_count":14,"citation_normalized_percentile":{"value":0.82061901,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"7"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":1.0,"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":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9990000128746033,"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9944999814033508,"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":0.8408238291740417},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6747557520866394},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6334806680679321},{"id":"https://openalex.org/keywords/recurrent-neural-network","display_name":"Recurrent neural network","score":0.5553000569343567},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.5481522083282471},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4995269775390625},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.48893776535987854},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.4662396311759949},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4523322582244873},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.41386669874191284}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8408238291740417},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6747557520866394},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6334806680679321},{"id":"https://openalex.org/C147168706","wikidata":"https://www.wikidata.org/wiki/Q1457734","display_name":"Recurrent neural network","level":3,"score":0.5553000569343567},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.5481522083282471},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4995269775390625},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.48893776535987854},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.4662396311759949},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4523322582244873},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.41386669874191284},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn48605.2020.9207601","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn48605.2020.9207601","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2020 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":44,"referenced_works":["https://openalex.org/W1821462560","https://openalex.org/W1943054406","https://openalex.org/W1984170645","https://openalex.org/W2028424631","https://openalex.org/W2048295659","https://openalex.org/W2092877006","https://openalex.org/W2146055337","https://openalex.org/W2342662179","https://openalex.org/W2467634805","https://openalex.org/W2494476165","https://openalex.org/W2612983688","https://openalex.org/W2615977914","https://openalex.org/W2728972335","https://openalex.org/W2736191430","https://openalex.org/W2742197222","https://openalex.org/W2755946900","https://openalex.org/W2777985171","https://openalex.org/W2791951661","https://openalex.org/W2800539131","https://openalex.org/W2802945511","https://openalex.org/W2866343820","https://openalex.org/W2902728877","https://openalex.org/W2908510526","https://openalex.org/W2910217813","https://openalex.org/W2938998646","https://openalex.org/W2951696358","https://openalex.org/W2954350473","https://openalex.org/W2963263347","https://openalex.org/W2963411763","https://openalex.org/W2964054038","https://openalex.org/W2969937244","https://openalex.org/W3103183572","https://openalex.org/W4234001826","https://openalex.org/W4289373464","https://openalex.org/W6638523607","https://openalex.org/W6726497184","https://openalex.org/W6737496325","https://openalex.org/W6737938373","https://openalex.org/W6741853903","https://openalex.org/W6753640285","https://openalex.org/W6754880608","https://openalex.org/W6757817989","https://openalex.org/W6762117844","https://openalex.org/W6766837696"],"related_works":["https://openalex.org/W2537963312","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":{"The":[0,123],"focus":[1],"of":[2,12,24,47,60,107,126,133],"this":[3],"paper":[4],"is":[5,41],"dynamic":[6],"gesture":[7,48],"recognition":[8,49],"in":[9,66,112,115],"the":[10,13,45,64,68,74,79,142],"context":[11],"interaction":[14],"between":[15,73],"humans":[16],"and":[17,29,81],"machines.":[18],"We":[19],"propose":[20],"a":[21,27,90,96,105,119],"model":[22],"consisting":[23],"two":[25],"sub-networks,":[26],"transformer":[28],"an":[30,113,130],"ordered-neuron":[31],"long-short-term-memory":[32],"(ON-LSTM)":[33],"based":[34],"recurrent":[35],"neural":[36],"network":[37],"(RNN).":[38],"Each":[39],"sub-network":[40,56,85],"trained":[42],"to":[43,63,103,117],"perform":[44],"task":[46],"using":[50,135,141],"only":[51,136],"skeleton":[52,137],"joints.":[53],"Since":[54],"each":[55,84],"extracts":[57],"different":[58],"types":[59],"features":[61,80],"due":[62],"difference":[65],"architecture,":[67],"knowledge":[69,77],"can":[70,100],"be":[71,101],"shared":[72],"sub-networks.":[75],"Through":[76],"distillation,":[78],"predictions":[82],"from":[83],"are":[86,110],"fused":[87],"together":[88],"into":[89],"new":[91],"fusion":[92],"classifier.":[93],"In":[94],"addition,":[95],"cyclical":[97],"learning":[98],"rate":[99],"used":[102],"generate":[104],"series":[106],"models":[108,128],"that":[109],"combined":[111],"ensemble,":[114],"order":[116],"yield":[118],"more":[120],"generalizable":[121],"prediction.":[122],"proposed":[124],"ensemble":[125],"knowledge-sharing":[127],"exhibits":[129],"overall":[131],"accuracy":[132],"86.11%":[134],"information,":[138],"as":[139],"tested":[140],"Dynamic":[143],"Hand":[144],"Gesture-14/28":[145],"dataset.":[146]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":4}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
