{"id":"https://openalex.org/W2763533947","doi":"https://doi.org/10.1109/cscwd.2017.8066682","title":"A new subtle hand gestures recognition algorithm based on EMG and FSR","display_name":"A new subtle hand gestures recognition algorithm based on EMG and FSR","publication_year":2017,"publication_date":"2017-04-01","ids":{"openalex":"https://openalex.org/W2763533947","doi":"https://doi.org/10.1109/cscwd.2017.8066682","mag":"2763533947"},"language":"en","primary_location":{"id":"doi:10.1109/cscwd.2017.8066682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2017.8066682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)","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/A5083468959","display_name":"Bo Wan","orcid":"https://orcid.org/0000-0002-3410-9560"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Wan","raw_affiliation_strings":["School of Computer Science, Xidian Universit, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Xidian Universit, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033535544","display_name":"Rongrong Wu","orcid":"https://orcid.org/0000-0003-3876-1609"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rongrong Wu","raw_affiliation_strings":["School of Computer Science, Xidian Universit, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Xidian Universit, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5084375197","display_name":"Kaihuo Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kaihuo Zhang","raw_affiliation_strings":["School of Computer Science, Xidian Universit, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Xidian Universit, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5002131323","display_name":"Lanxin Liu","orcid":"https://orcid.org/0009-0008-4933-338X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lanxin Liu","raw_affiliation_strings":["School of Computer Science, Xidian Universit, Xi'an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science, Xidian Universit, Xi'an, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":26,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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"}},"topics":[{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":0.9998999834060669,"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"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","score":0.998199999332428,"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"}},{"id":"https://openalex.org/T11601","display_name":"Neuroscience and Neural Engineering","score":0.9934999942779541,"subfield":{"id":"https://openalex.org/subfields/2804","display_name":"Cellular and Molecular Neuroscience"},"field":{"id":"https://openalex.org/fields/28","display_name":"Neuroscience"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8700246810913086},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7542498707771301},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.7222670912742615},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5685117244720459},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5088205933570862},{"id":"https://openalex.org/keywords/k-nearest-neighbors-algorithm","display_name":"k-nearest neighbors algorithm","score":0.48116764426231384},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.47264522314071655},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.43561193346977234},{"id":"https://openalex.org/keywords/statistical-classification","display_name":"Statistical classification","score":0.4302976727485657},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.4169311225414276},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.35570889711380005}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8700246810913086},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7542498707771301},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.7222670912742615},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5685117244720459},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5088205933570862},{"id":"https://openalex.org/C113238511","wikidata":"https://www.wikidata.org/wiki/Q1071612","display_name":"k-nearest neighbors algorithm","level":2,"score":0.48116764426231384},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.47264522314071655},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.43561193346977234},{"id":"https://openalex.org/C110083411","wikidata":"https://www.wikidata.org/wiki/Q1744628","display_name":"Statistical classification","level":2,"score":0.4302976727485657},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.4169311225414276},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.35570889711380005},{"id":"https://openalex.org/C118552586","wikidata":"https://www.wikidata.org/wiki/Q7867","display_name":"Psychiatry","level":1,"score":0.0},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cscwd.2017.8066682","is_oa":false,"landing_page_url":"https://doi.org/10.1109/cscwd.2017.8066682","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 IEEE 21st International Conference on Computer Supported Cooperative Work in Design (CSCWD)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":12,"referenced_works":["https://openalex.org/W1482288705","https://openalex.org/W2008834805","https://openalex.org/W2011350558","https://openalex.org/W2023633446","https://openalex.org/W2100920718","https://openalex.org/W2186856345","https://openalex.org/W2355488708","https://openalex.org/W2362770280","https://openalex.org/W2382735527","https://openalex.org/W2392476910","https://openalex.org/W6711308813","https://openalex.org/W7016171576"],"related_works":["https://openalex.org/W2902873204","https://openalex.org/W2185750513","https://openalex.org/W3147379364","https://openalex.org/W2010878661","https://openalex.org/W2026258298","https://openalex.org/W3204639664","https://openalex.org/W2970836791","https://openalex.org/W2805039731","https://openalex.org/W2989699735","https://openalex.org/W2158177428"],"abstract_inverted_index":{"The":[0,68,117],"paper":[1,126],"proposes":[2],"a":[3,78,128],"new":[4],"algorithm":[5,22,34,59,69,108,122],"that":[6,87,120],"combines":[7],"the":[8,21,28,33,46,52,55,58,65,72,81,88,94,103,121,139,154],"EMG":[9,30,142,157],"(Electromyography)":[10],"signals":[11,14,31,50],"and":[12,32,138,143,159],"pressure":[13,49],"for":[15,111,133,149],"detecting":[16],"subtle":[17,150],"hand":[18,136],"gestures.":[19],"First,":[20],"uses":[23,35],"Myo":[24],"armband":[25],"to":[26,44,92],"acquire":[27,45],"forearm":[29],"an":[36,61],"array":[37],"of":[38,51,54,77,98,106,131,141],"five":[39],"force":[40],"sensitive":[41],"resistors":[42],"(FSRs)":[43],"muscle":[47],"expansion":[48],"back":[53],"hand.":[56],"Then":[57],"has":[60,70,127],"activity":[62],"detection":[63],"on":[64],"collected":[66],"signals.":[67],"selected":[71,104],"top":[73],"50":[74],"best":[75,95],"features":[76],"gesture":[79,112,151],"via":[80],"open":[82],"source":[83],"tool":[84],"scikit-learn.":[85],"After":[86],"cross-validation":[89],"is":[90,109,145],"used":[91,110],"select":[93],"parameter":[96],"k":[97,105],"kNN(k-Nearest":[99],"Neighbor)":[100],"algorithm.":[101],"Finally,":[102],"kNN":[107],"classification":[113,129],"in":[114,124],"real":[115],"time.":[116],"experiment":[118],"shows":[119],"presented":[123],"this":[125],"accuracy":[130],"96.05%":[132],"21":[134],"pre-defined":[135],"gestures,":[137],"combination":[140],"FSR":[144,161],"significantly":[146],"more":[147],"accurate":[148],"recognition":[152],"than":[153],"one":[155],"using":[156,160],"only":[158],"only.":[162]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":7},{"year":2022,"cited_by_count":5},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":4},{"year":2019,"cited_by_count":3},{"year":2018,"cited_by_count":4}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}