{"id":"https://openalex.org/W2773654940","doi":"https://doi.org/10.1109/m2vip.2017.8211506","title":"Towards Chinese sign language recognition using surface electromyography and accelerometers","display_name":"Towards Chinese sign language recognition using surface electromyography and accelerometers","publication_year":2017,"publication_date":"2017-11-01","ids":{"openalex":"https://openalex.org/W2773654940","doi":"https://doi.org/10.1109/m2vip.2017.8211506","mag":"2773654940"},"language":"en","primary_location":{"id":"doi:10.1109/m2vip.2017.8211506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/m2vip.2017.8211506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 24th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","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/A5036299107","display_name":"Yongjie Zhuang","orcid":"https://orcid.org/0000-0003-4947-2490"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongjie Zhuang","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026748241","display_name":"Bo Lv","orcid":"https://orcid.org/0000-0001-9304-4077"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Lv","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5062272467","display_name":"Xinjun Sheng","orcid":"https://orcid.org/0000-0001-6124-8665"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinjun Sheng","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5078125284","display_name":"Xiangyang Zhu","orcid":"https://orcid.org/0000-0003-4914-6636"},"institutions":[{"id":"https://openalex.org/I183067930","display_name":"Shanghai Jiao Tong University","ror":"https://ror.org/0220qvk04","country_code":"CN","type":"education","lineage":["https://openalex.org/I183067930"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiangyang Zhu","raw_affiliation_strings":["State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Mechanical System and Vibration, Shanghai Jiao Tong University, Shanghai, China","institution_ids":["https://openalex.org/I183067930"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I183067930"],"apc_list":null,"apc_paid":null,"fwci":1.5125,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.83767432,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"5"},"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/T10784","display_name":"Muscle activation and electromyography studies","score":0.9980000257492065,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.994700014591217,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.7937041521072388},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.7325460314750671},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.7133774161338806},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7045451998710632},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6330468058586121},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5221957564353943},{"id":"https://openalex.org/keywords/sign","display_name":"Sign (mathematics)","score":0.5033430457115173},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4356363117694855},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4108116924762726},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.36987659335136414},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.21023234724998474},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.1267676055431366},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.0785108208656311}],"concepts":[{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.7937041521072388},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.7325460314750671},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.7133774161338806},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7045451998710632},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6330468058586121},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5221957564353943},{"id":"https://openalex.org/C139676723","wikidata":"https://www.wikidata.org/wiki/Q1193832","display_name":"Sign (mathematics)","level":2,"score":0.5033430457115173},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4356363117694855},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4108116924762726},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.36987659335136414},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.21023234724998474},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.1267676055431366},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0785108208656311},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"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/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/m2vip.2017.8211506","is_oa":false,"landing_page_url":"https://doi.org/10.1109/m2vip.2017.8211506","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2017 24th International Conference on Mechatronics and Machine Vision in Practice (M2VIP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Quality Education","score":0.8399999737739563,"id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":19,"referenced_works":["https://openalex.org/W1928643227","https://openalex.org/W1992589953","https://openalex.org/W2016071976","https://openalex.org/W2022327534","https://openalex.org/W2068240346","https://openalex.org/W2115881480","https://openalex.org/W2123167643","https://openalex.org/W2149512472","https://openalex.org/W2165619603","https://openalex.org/W2167582671","https://openalex.org/W2234502898","https://openalex.org/W2311695748","https://openalex.org/W2337274837","https://openalex.org/W2342090483","https://openalex.org/W2346219687","https://openalex.org/W2376579142","https://openalex.org/W2516046201","https://openalex.org/W2582136989","https://openalex.org/W6708915040"],"related_works":["https://openalex.org/W2765080098","https://openalex.org/W2385749422","https://openalex.org/W2355290145","https://openalex.org/W2353465659","https://openalex.org/W3023105672","https://openalex.org/W2009888974","https://openalex.org/W2355539379","https://openalex.org/W2056341223","https://openalex.org/W4231410700","https://openalex.org/W1989687946"],"abstract_inverted_index":{"Sign":[0,55],"language":[1],"recognition":[2,79,95,129,141],"(SLR)":[3],"could":[4,19,126,138],"help":[5],"the":[6,41,46,49,70,73,87,94,115,118,122,128,140],"deaf":[7],"better":[8],"communicate":[9],"with":[10],"individuals":[11],"who":[12],"do":[13],"not":[14],"understand":[15],"sign":[16],"language,":[17],"which":[18,67],"also":[20],"be":[21],"used":[22],"in":[23,131,147],"human-computer":[24],"interaction":[25],"(HCI).":[26],"In":[27],"this":[28],"paper,":[29],"surface":[30],"Electromyography":[31],"(sEMG)":[32],"signals":[33,37],"and":[34,45,65,112,120],"accelerometer":[35],"(ACC)":[36],"are":[38,84,89],"acquired":[39],"from":[40,143],"right":[42],"forearm,":[43],"wrist":[44],"back":[47,71,116],"of":[48,72,117,151],"hand":[50],"for":[51],"18":[52],"isolated":[53],"Chinese":[54],"Language":[56],"(CSL)":[57],"signs.":[58],"A":[59],"new":[60],"position":[61],"to":[62,77,86,91,145],"collect":[63],"sEMG":[64,111],"ACC,":[66],"is":[68,75,100],"on":[69,102,114],"hand,":[74,119],"proposed":[76],"improve":[78,93,127],"rate.":[80,96],"Also,":[81],"features":[82,125],"that":[83,109],"related":[85,124],"attitude":[88,123],"extracted":[90],"further":[92],"The":[97],"improved":[98],"method":[99,137],"evaluated":[101],"8":[103],"healthy":[104],"subjects.":[105],"Experimental":[106],"results":[107],"showed":[108],"fusing":[110],"ACC":[113],"extracting":[121],"rate":[130,142],"a":[132,148],"statistically":[133],"significant":[134],"way.":[135],"This":[136],"increase":[139],"84.9%":[144],"91.4%":[146],"window":[149],"length":[150],"176":[152],"ms.":[153]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":1},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":2},{"year":2019,"cited_by_count":5}],"updated_date":"2026-06-26T08:34:08.712188","created_date":"2025-10-10T00:00:00"}
