{"id":"https://openalex.org/W4293053504","doi":"https://doi.org/10.1109/civemsa53371.2022.9853648","title":"Real-Time Model for Dynamic Hand Gestures Classification based on Inertial Sensor","display_name":"Real-Time Model for Dynamic Hand Gestures Classification based on Inertial Sensor","publication_year":2022,"publication_date":"2022-06-15","ids":{"openalex":"https://openalex.org/W4293053504","doi":"https://doi.org/10.1109/civemsa53371.2022.9853648"},"language":"en","primary_location":{"id":"doi:10.1109/civemsa53371.2022.9853648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"},"type":"article","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/A5062320262","display_name":"Achraf Djemal","orcid":"https://orcid.org/0000-0001-5724-8558"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]},{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["DE","TN"],"is_corresponding":true,"raw_author_name":"Achraf Djemal","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561","https://openalex.org/I142899784"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024424040","display_name":"Hiba Hellara","orcid":"https://orcid.org/0000-0002-5597-3550"},"institutions":[{"id":"https://openalex.org/I142899784","display_name":"University of Sfax","ror":"https://ror.org/04d4sd432","country_code":"TN","type":"education","lineage":["https://openalex.org/I142899784"]},{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]},{"id":"https://openalex.org/I4210119561","display_name":"Digital Research Centre of Sfax","ror":"https://ror.org/02s48dm85","country_code":"TN","type":"facility","lineage":["https://openalex.org/I4210119561"]}],"countries":["DE","TN"],"is_corresponding":false,"raw_author_name":"Hiba Hellara","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia","National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Laboratory of Signals, Systems, Artificial Intelligence and Networks, Digital Research Center of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I4210119561","https://openalex.org/I142899784"]},{"raw_affiliation_string":"National School of Electronics and Telecommunications of Sfax, University of Sfax, Tunisia","institution_ids":["https://openalex.org/I142899784"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060166746","display_name":"Rim Barioul","orcid":"https://orcid.org/0000-0003-1954-5396"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rim Barioul","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056245299","display_name":"Bilel Ben Atitallah","orcid":"https://orcid.org/0000-0003-2808-5002"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Bilel Ben Atitallah","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057365395","display_name":"Rajarajan Ramalingame","orcid":"https://orcid.org/0000-0002-5697-0028"},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Rajarajan Ramalingame","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5064011755","display_name":"Ellen Fricke","orcid":null},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Ellen Fricke","raw_affiliation_strings":["Chemnitz University of Technology,Chair German Linguistics, Semiotics and Multimodal Communication,Germany","Chair German Linguistics, Semiotics and Multimodal Communication, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Chair German Linguistics, Semiotics and Multimodal Communication,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Chair German Linguistics, Semiotics and Multimodal Communication, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5070689752","display_name":"Olfa Kanoun","orcid":null},"institutions":[{"id":"https://openalex.org/I2610724","display_name":"Chemnitz University of Technology","ror":"https://ror.org/00a208s56","country_code":"DE","type":"education","lineage":["https://openalex.org/I2610724"]}],"countries":["DE"],"is_corresponding":false,"raw_author_name":"Olfa Kanoun","raw_affiliation_strings":["Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany"],"affiliations":[{"raw_affiliation_string":"Chemnitz University of Technology,Professorship for Measurements and Sensor Technology,Germany","institution_ids":["https://openalex.org/I2610724"]},{"raw_affiliation_string":"Professorship for Measurements and Sensor Technology, Chemnitz University of Technology, Germany","institution_ids":["https://openalex.org/I2610724"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5062320262"],"corresponding_institution_ids":["https://openalex.org/I142899784","https://openalex.org/I2610724","https://openalex.org/I4210119561"],"apc_list":null,"apc_paid":null,"fwci":1.009,"has_fulltext":false,"cited_by_count":9,"citation_normalized_percentile":{"value":0.78389831,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":99},"biblio":{"volume":"2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"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"}},"topics":[{"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/T10444","display_name":"Context-Aware Activity Recognition Systems","score":0.9926000237464905,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.978600025177002,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.9149278402328491},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7437992691993713},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7172026038169861},{"id":"https://openalex.org/keywords/process","display_name":"Process (computing)","score":0.568425178527832},{"id":"https://openalex.org/keywords/inertial-measurement-unit","display_name":"Inertial measurement unit","score":0.5600696206092834},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5194839239120483},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.46723586320877075},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36684221029281616},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.36444970965385437},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3351007103919983},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3342511057853699}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.9149278402328491},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7437992691993713},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7172026038169861},{"id":"https://openalex.org/C98045186","wikidata":"https://www.wikidata.org/wiki/Q205663","display_name":"Process (computing)","level":2,"score":0.568425178527832},{"id":"https://openalex.org/C79061980","wikidata":"https://www.wikidata.org/wiki/Q941680","display_name":"Inertial measurement unit","level":2,"score":0.5600696206092834},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5194839239120483},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.46723586320877075},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36684221029281616},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.36444970965385437},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3351007103919983},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3342511057853699},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/civemsa53371.2022.9853648","is_oa":false,"landing_page_url":"https://doi.org/10.1109/civemsa53371.2022.9853648","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE 9th International Conference on Computational Intelligence and Virtual Environments for Measurement Systems and Applications (CIVEMSA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":22,"referenced_works":["https://openalex.org/W2109179821","https://openalex.org/W2552886112","https://openalex.org/W2754751811","https://openalex.org/W2771247593","https://openalex.org/W2899675781","https://openalex.org/W2910664866","https://openalex.org/W2935987987","https://openalex.org/W2971733775","https://openalex.org/W2983323944","https://openalex.org/W2987089066","https://openalex.org/W2995274484","https://openalex.org/W2999709773","https://openalex.org/W3037755448","https://openalex.org/W3039748807","https://openalex.org/W3108634219","https://openalex.org/W3154450391","https://openalex.org/W3161618111","https://openalex.org/W3163968915","https://openalex.org/W3165057029","https://openalex.org/W3169115411","https://openalex.org/W4213304200","https://openalex.org/W6756026151"],"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":{"Hand":[0],"Gesture":[1],"Recognition":[2],"(HGR)":[3],"is":[4,21,81,102],"one":[5,133],"of":[6,10,36,40,56,65,78,158,171,185],"the":[7,33,57,68,124,129,138,200],"vital":[8],"topics":[9],"research":[11],"in":[12,17,63,136,175],"health":[13],"and":[14,44,67,116,140,163,168,196],"human-machine":[15],"interaction":[16],"recent":[18],"years.":[19],"HGR":[20],"required":[22],"for":[23,72],"sensitive":[24],"applications.":[25],"Unlike":[26],"static":[27],"recognition,":[28],"real-time":[29,69,85,112,180,201],"gesture":[30,42,74],"recognition":[31,43],"needs":[32],"successive":[34],"analysis":[35],"gestures.":[37,144],"The":[38,76,145,182],"design":[39,83],"effective":[41],"prediction":[45,202],"systems":[46],"using":[47],"machine":[48],"learning":[49],"methods":[50],"has":[51,188],"attracted":[52],"considerable":[53],"attention.":[54],"Most":[55],"proposed":[58],"solutions":[59],"were":[60,166],"not":[61],"satisfied":[62],"terms":[64],"accuracy":[66,157,170],"testing":[70,162,187],"process":[71],"dynamic":[73,93,143,152],"recognition.":[75],"aim":[77],"this":[79],"work":[80],"to":[82,91,189,198],"a":[84,105],"Artificial":[86],"Neural":[87],"Network":[88],"(ANN)":[89],"model":[90,101,148],"classify":[92],"gestures":[94,153],"based":[95],"on":[96,104,128],"an":[97,155],"Inertial":[98],"sensor.":[99],"This":[100],"founded":[103],"full":[106],"control":[107],"system":[108],"with":[109,120,123,154],"high":[110,117],"resolution,":[111],"response,":[113],"wireless,":[114],"compact,":[115],"sensitivity":[118],"ensured":[119],"Wi-Fi":[121],"communication":[122],"ESP32":[125],"board.":[126],"Based":[127],"implemented":[130],"smart":[131],"system,":[132],"subject":[134],"participates":[135],"collecting":[137],"dataset":[139],"performing":[141],"four":[142,151],"developed":[146],"ANN":[147],"successfully":[149],"classified":[150],"overall":[156,169,183],"96%.":[159],"Moreover,":[160],"online":[161,186],"validation":[164],"steps":[165],"added,":[167],"67%":[172],"was":[173],"achieved":[174],"6":[176],"seconds,":[177],"producing":[178],"213":[179],"predictions.":[181],"performance":[184],"be":[190],"investigated":[191],"by":[192],"adding":[193],"more":[194],"subjects":[195],"sensors":[197],"increase":[199],"rate.":[203]},"counts_by_year":[{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":7}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
