{"id":"https://openalex.org/W2783242974","doi":"https://doi.org/10.1109/icumt.2017.8255120","title":"A wearable and non-wearable approach for gesture recognition \u2014 Initial results","display_name":"A wearable and non-wearable approach for gesture recognition \u2014 Initial results","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2783242974","doi":"https://doi.org/10.1109/icumt.2017.8255120","mag":"2783242974"},"language":"en","primary_location":{"id":"doi:10.1109/icumt.2017.8255120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2017.8255120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://hdl.handle.net/1822/50546","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5024397306","display_name":"Vin\u00edcius Silva","orcid":"https://orcid.org/0000-0003-0082-343X"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Vinicius Silva","raw_affiliation_strings":["Algoritmi R&D, University of Minho, Guimaraes, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi R&D, University of Minho, Guimaraes, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025315784","display_name":"Jo\u00e3o Ramos","orcid":"https://orcid.org/0000-0002-3562-0117"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joao Ramos","raw_affiliation_strings":["Department of Informatics, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051726302","display_name":"Filomena Soares","orcid":"https://orcid.org/0000-0002-4438-6713"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filomena Soares","raw_affiliation_strings":["Algoritmi R&D, University of Minho, Guimaraes, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Algoritmi R&D, University of Minho, Guimaraes, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048119697","display_name":"Paulo Nov\u00e1is","orcid":"https://orcid.org/0000-0002-3549-0754"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Paulo Novais","raw_affiliation_strings":["Department of Informatics, University of Minho, Braga, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Informatics, University of Minho, Braga, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083227591","display_name":"Pedro Arezes","orcid":"https://orcid.org/0000-0001-9421-9123"},"institutions":[{"id":"https://openalex.org/I99682543","display_name":"University of Minho","ror":"https://ror.org/037wpkx04","country_code":"PT","type":"education","lineage":["https://openalex.org/I99682543"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Pedro Arezes","raw_affiliation_strings":["Production Systems Department, University of Minho, Guimar\u00e3es, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Production Systems Department, University of Minho, Guimar\u00e3es, Portugal","institution_ids":["https://openalex.org/I99682543"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042461460","display_name":"Carina Figueira","orcid":null},"institutions":[{"id":"https://openalex.org/I4210157425","display_name":"Fraunhofer Portugal Research","ror":"https://ror.org/05eqk2j25","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210157425","https://openalex.org/I4923324"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Carina Figueira","raw_affiliation_strings":["Fraunhofcr Portugal Research Centre, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofcr Portugal Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210157425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100403856","display_name":"Joana Silva","orcid":"https://orcid.org/0000-0002-6214-5868"},"institutions":[{"id":"https://openalex.org/I4210157425","display_name":"Fraunhofer Portugal Research","ror":"https://ror.org/05eqk2j25","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210157425","https://openalex.org/I4923324"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Joana Silva","raw_affiliation_strings":["Fraunhofcr Portugal Research Centre, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofcr Portugal Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210157425"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101685727","display_name":"Ant\u00f3nio Santos","orcid":"https://orcid.org/0000-0002-0223-0841"},"institutions":[{"id":"https://openalex.org/I4210157425","display_name":"Fraunhofer Portugal Research","ror":"https://ror.org/05eqk2j25","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210157425","https://openalex.org/I4923324"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Antonio Santos","raw_affiliation_strings":["Fraunhofcr Portugal Research Centre, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofcr Portugal Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210157425"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5022892366","display_name":"Filipe Sousa","orcid":"https://orcid.org/0000-0002-8278-9062"},"institutions":[{"id":"https://openalex.org/I4210157425","display_name":"Fraunhofer Portugal Research","ror":"https://ror.org/05eqk2j25","country_code":"PT","type":"nonprofit","lineage":["https://openalex.org/I4210157425","https://openalex.org/I4923324"]}],"countries":["PT"],"is_corresponding":false,"raw_author_name":"Filipe Sousa","raw_affiliation_strings":["Fraunhofcr Portugal Research Centre, Porto, Portugal"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Fraunhofcr Portugal Research Centre, Porto, Portugal","institution_ids":["https://openalex.org/I4210157425"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.648,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.72099703,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":94},"biblio":{"volume":"2","issue":null,"first_page":"185","last_page":"190"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9997000098228455,"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":0.9997000098228455,"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":0.9955000281333923,"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":0.9825000166893005,"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":0.8878448009490967},{"id":"https://openalex.org/keywords/wearable-computer","display_name":"Wearable computer","score":0.7973825931549072},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7213007211685181},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5625041723251343},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5588139891624451},{"id":"https://openalex.org/keywords/wearable-technology","display_name":"Wearable technology","score":0.5068266987800598},{"id":"https://openalex.org/keywords/hidden-markov-model","display_name":"Hidden Markov model","score":0.47623661160469055},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.4760296642780304},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.47397083044052124},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44198745489120483},{"id":"https://openalex.org/keywords/set","display_name":"Set (abstract data type)","score":0.438416987657547},{"id":"https://openalex.org/keywords/support-vector-machine","display_name":"Support vector machine","score":0.43355703353881836},{"id":"https://openalex.org/keywords/wired-glove","display_name":"Wired glove","score":0.4306657016277313},{"id":"https://openalex.org/keywords/confusion-matrix","display_name":"Confusion matrix","score":0.4192141592502594}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8878448009490967},{"id":"https://openalex.org/C150594956","wikidata":"https://www.wikidata.org/wiki/Q1334829","display_name":"Wearable computer","level":2,"score":0.7973825931549072},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7213007211685181},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5625041723251343},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5588139891624451},{"id":"https://openalex.org/C54290928","wikidata":"https://www.wikidata.org/wiki/Q4845080","display_name":"Wearable technology","level":3,"score":0.5068266987800598},{"id":"https://openalex.org/C23224414","wikidata":"https://www.wikidata.org/wiki/Q176769","display_name":"Hidden Markov model","level":2,"score":0.47623661160469055},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.4760296642780304},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.47397083044052124},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44198745489120483},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.438416987657547},{"id":"https://openalex.org/C12267149","wikidata":"https://www.wikidata.org/wiki/Q282453","display_name":"Support vector machine","level":2,"score":0.43355703353881836},{"id":"https://openalex.org/C107953548","wikidata":"https://www.wikidata.org/wiki/Q1172433","display_name":"Wired glove","level":3,"score":0.4306657016277313},{"id":"https://openalex.org/C138602881","wikidata":"https://www.wikidata.org/wiki/Q2709591","display_name":"Confusion matrix","level":2,"score":0.4192141592502594},{"id":"https://openalex.org/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C149635348","wikidata":"https://www.wikidata.org/wiki/Q193040","display_name":"Embedded system","level":1,"score":0.0},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.0}],"mesh":[],"locations_count":4,"locations":[{"id":"doi:10.1109/icumt.2017.8255120","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icumt.2017.8255120","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 9th International Congress on Ultra Modern Telecommunications and Control Systems and Workshops (ICUMT)","raw_type":"proceedings-article"},{"id":"pmh:oai:fraunhofer.de:N-520515","is_oa":false,"landing_page_url":"http://publica.fraunhofer.de/documents/N-520515.html","pdf_url":null,"source":{"id":"https://openalex.org/S4306400801","display_name":"Publikationsdatenbank der Fraunhofer-Gesellschaft (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Fraunhofer AICOS","raw_type":"Conference Paper"},{"id":"pmh:oai:publica.fraunhofer.de:publica/403626","is_oa":false,"landing_page_url":"https://publica.fraunhofer.de/handle/publica/403626","pdf_url":null,"source":{"id":"https://openalex.org/S4306400318","display_name":"Fraunhofer-Publica (Fraunhofer-Gesellschaft)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4923324","host_organization_name":"Fraunhofer-Gesellschaft","host_organization_lineage":["https://openalex.org/I4923324"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"conference paper"},{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/50546","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/50546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"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":"","raw_type":"conference paper"}],"best_oa_location":{"id":"pmh:oai:repositorium.sdum.uminho.pt:1822/50546","is_oa":true,"landing_page_url":"https://hdl.handle.net/1822/50546","pdf_url":null,"source":{"id":"https://openalex.org/S4306400354","display_name":"Reposit\u00f3riUM (Universidade do Minho)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I99682543","host_organization_name":"University of Minho","host_organization_lineage":["https://openalex.org/I99682543"],"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":"","raw_type":"conference paper"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W129421251","https://openalex.org/W184887672","https://openalex.org/W1942000040","https://openalex.org/W1974268931","https://openalex.org/W1988301066","https://openalex.org/W2022171669","https://openalex.org/W2049381231","https://openalex.org/W2083539525","https://openalex.org/W2098339052","https://openalex.org/W2100018893","https://openalex.org/W2128286222","https://openalex.org/W2139212933","https://openalex.org/W2270626504","https://openalex.org/W2291164475","https://openalex.org/W2396223002","https://openalex.org/W2512294571","https://openalex.org/W3208759534","https://openalex.org/W6607459376","https://openalex.org/W6655990517","https://openalex.org/W6662743017","https://openalex.org/W6929159224"],"related_works":["https://openalex.org/W2028966255","https://openalex.org/W2077377051","https://openalex.org/W2029299808","https://openalex.org/W2242211636","https://openalex.org/W1994032303","https://openalex.org/W2169849734","https://openalex.org/W2004513049","https://openalex.org/W2016803373","https://openalex.org/W2103094235","https://openalex.org/W2367245931"],"abstract_inverted_index":{"A":[0],"natural":[1],"way":[2],"of":[3,12,33,43,50,87,99,140,153,178,216],"communication":[4],"between":[5],"humans":[6],"are":[7,118],"gestures.":[8],"Through":[9],"this":[10,115],"type":[11,98],"non-verbal":[13],"communication,":[14],"the":[15,31,34,38,41,53,79,84,97,103,126,137,187,200,207,213,217,223],"human":[16,58,75],"interaction":[17,40],"may":[18,68,107],"change":[19],"since":[20],"it":[21],"is":[22,55,163,203,219],"possible":[23],"to":[24,56,71,82,96,102,205,222],"send":[25],"a":[26,48,88,120,132,151,156,160,168],"particular":[27],"message":[28],"or":[29,111],"capture":[30,42],"attention":[32],"other":[35],"peer.":[36],"In":[37,114],"human-computer":[39],"such":[44,143],"gestures":[45,59,76,210],"has":[46],"been":[47],"topic":[49],"interest":[51],"where":[52],"goal":[54],"classify":[57],"in":[60,176],"different":[61,109],"scenarios.":[62],"Applying":[63],"machine":[64],"learning":[65],"techniques,":[66],"one":[67,106],"be":[69],"able":[70,204],"track":[72],"and":[73,77,101,136,165,183,189,211],"recognize":[74,206],"use":[78,108],"gathered":[80],"information":[81],"assess":[83],"medical":[85],"condition":[86],"person":[89],"regarding,":[90],"for":[91,123],"example,":[92],"motor":[93],"impairments.":[94],"According":[95],"movement":[100,129],"target":[104],"population":[105],"wearable":[110,141],"non-wearable":[112],"sensors.":[113],"work,":[116],"we":[117],"using":[119],"hybrid":[121],"approach":[122],"automatically":[124],"detecting":[125],"ball":[127],"throwing":[128,209],"by":[130],"applying":[131],"Microsoft":[133],"Kinect":[134,218],"(non-wearable)":[135],"Pandlet":[138],"(set":[139],"sensors":[142],"as":[144,167],"accelerometer,":[145],"gyroscope,":[146],"among":[147],"others).":[148],"After":[149],"creating":[150],"dataset":[152],"10":[154],"participants,":[155],"SVM":[157],"model":[158],"with":[159],"DTW":[161],"kernel":[162],"trained":[164],"used":[166],"classification":[169],"tool.":[170],"The":[171,194],"system":[172,202],"performance":[173,215],"was":[174],"quantified":[175],"terms":[177],"confusion":[179],"matrix,":[180],"accuracy,":[181],"sensitivity":[182],"specificity,":[184],"Area":[185],"Under":[186],"Curve,":[188],"Mathews":[190],"Correlation":[191],"Coefficient":[192],"metrics.":[193],"obtained":[195],"results":[196],"point":[197],"out":[198],"that":[199,212],"present":[201],"selected":[208],"overall":[214],"better":[220],"compared":[221],"Pandlet.":[224]},"counts_by_year":[{"year":2020,"cited_by_count":1},{"year":2019,"cited_by_count":1},{"year":2018,"cited_by_count":1}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2018-01-26T00:00:00"}
