{"id":"https://openalex.org/W2889405515","doi":"https://doi.org/10.1109/icca.2018.8444266","title":"Sign Language Interpreter: Classification of Forearm EMG and IMU Signals for Signing Exact English","display_name":"Sign Language Interpreter: Classification of Forearm EMG and IMU Signals for Signing Exact English","publication_year":2018,"publication_date":"2018-06-01","ids":{"openalex":"https://openalex.org/W2889405515","doi":"https://doi.org/10.1109/icca.2018.8444266","mag":"2889405515"},"language":"en","primary_location":{"id":"doi:10.1109/icca.2018.8444266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2018.8444266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 14th International Conference on Control and Automation (ICCA)","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/A5044806719","display_name":"Soo Pei Yi Jane","orcid":null},"institutions":[{"id":"https://openalex.org/I28407311","display_name":"University of Manchester","ror":"https://ror.org/027m9bs27","country_code":"GB","type":"education","lineage":["https://openalex.org/I28407311"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Soo Pei Yi Jane","raw_affiliation_strings":["MSc at the School of Electrical and Electronic Engineering, The University of Manchester, Sackville Street Building, Manchester, M13 9PL"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"MSc at the School of Electrical and Electronic Engineering, The University of Manchester, Sackville Street Building, Manchester, M13 9PL","institution_ids":["https://openalex.org/I28407311"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5035985677","display_name":"Sangit Sasidhar","orcid":null},"institutions":[{"id":"https://openalex.org/I165932596","display_name":"National University of Singapore","ror":"https://ror.org/01tgyzw49","country_code":"SG","type":"education","lineage":["https://openalex.org/I165932596"]}],"countries":["SG"],"is_corresponding":false,"raw_author_name":"Sangit Sasidhar","raw_affiliation_strings":["Department of Electrical and Computer Engineering, National University of Singapore, Engineering Drive 3, Singapore, 117583"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Electrical and Computer Engineering, National University of Singapore, Engineering Drive 3, Singapore, 117583","institution_ids":["https://openalex.org/I165932596"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.9106,"has_fulltext":false,"cited_by_count":17,"citation_normalized_percentile":{"value":0.71422764,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"947","last_page":"952"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9998999834060669,"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":0.9998999834060669,"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/T11285","display_name":"Hearing Impairment and Communication","score":0.9945999979972839,"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"}},{"id":"https://openalex.org/T10914","display_name":"Tactile and Sensory Interactions","score":0.984499990940094,"subfield":{"id":"https://openalex.org/subfields/2805","display_name":"Cognitive 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/computer-science","display_name":"Computer science","score":0.7232277989387512},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.6757282018661499},{"id":"https://openalex.org/keywords/sign-language","display_name":"Sign language","score":0.5981666445732117},{"id":"https://openalex.org/keywords/accelerometer","display_name":"Accelerometer","score":0.5246941447257996},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5080945491790771},{"id":"https://openalex.org/keywords/sentence","display_name":"Sentence","score":0.44288522005081177},{"id":"https://openalex.org/keywords/interpreter","display_name":"Interpreter","score":0.4420347511768341},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39382433891296387}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7232277989387512},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.6757282018661499},{"id":"https://openalex.org/C522192633","wikidata":"https://www.wikidata.org/wiki/Q34228","display_name":"Sign language","level":2,"score":0.5981666445732117},{"id":"https://openalex.org/C89805583","wikidata":"https://www.wikidata.org/wiki/Q192940","display_name":"Accelerometer","level":2,"score":0.5246941447257996},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5080945491790771},{"id":"https://openalex.org/C2777530160","wikidata":"https://www.wikidata.org/wiki/Q41796","display_name":"Sentence","level":2,"score":0.44288522005081177},{"id":"https://openalex.org/C122783720","wikidata":"https://www.wikidata.org/wiki/Q183065","display_name":"Interpreter","level":2,"score":0.4420347511768341},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39382433891296387},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","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/C111919701","wikidata":"https://www.wikidata.org/wiki/Q9135","display_name":"Operating system","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icca.2018.8444266","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icca.2018.8444266","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2018 IEEE 14th International Conference on Control and Automation (ICCA)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.7799999713897705,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":14,"referenced_works":["https://openalex.org/W67513642","https://openalex.org/W167719533","https://openalex.org/W1999841745","https://openalex.org/W2016071976","https://openalex.org/W2039194975","https://openalex.org/W2052003736","https://openalex.org/W2146221819","https://openalex.org/W2156914236","https://openalex.org/W2207323856","https://openalex.org/W2318254485","https://openalex.org/W2341398492","https://openalex.org/W2395649273","https://openalex.org/W2516046201","https://openalex.org/W6602736421"],"related_works":["https://openalex.org/W4386716227","https://openalex.org/W2239478350","https://openalex.org/W2964216357","https://openalex.org/W2056227523","https://openalex.org/W4396496381","https://openalex.org/W134296123","https://openalex.org/W1608168893","https://openalex.org/W2348960846","https://openalex.org/W4285152862","https://openalex.org/W2016595578"],"abstract_inverted_index":{"The":[0,95],"deaf":[1,36],"often":[2],"find":[3],"themselves":[4],"unable":[5],"to":[6,12,63],"converse":[7],"with":[8,44],"hearing":[9,33],"people":[10],"due":[11],"the":[13,28,32,35,56,92],"presence":[14],"of":[15,106],"a":[16,23,40,102,109],"severe":[17],"language":[18],"barrier.":[19],"In":[20],"this":[21],"project,":[22],"system":[24],"that":[25],"can":[26],"bridge":[27],"communication":[29],"gap":[30],"between":[31],"and":[34,48,61,76,86],"was":[37],"designed.":[38],"Using":[39],"single":[41],"Myo":[42],"armband":[43],"accelerometer,":[45],"gyroscope,":[46],"magnetometer":[47],"surface":[49],"electromyography":[50],"(sEMG)":[51],"sensors,":[52],"spatial":[53],"information":[54],"on":[55],"hand":[57],"signs":[58],"are":[59,70,89],"collected":[60],"sent":[62],"MATLAB":[64],"for":[65,108],"processing.":[66],"These":[67],"raw":[68],"data":[69],"filtered":[71],"using":[72,78],"wavelet":[73],"denoising":[74],"techniques":[75],"segmented":[77],"Teager-Kaiser":[79],"energy":[80],"operator":[81],"(TKEO)":[82],"thresholds.":[83],"Various":[84],"time":[85],"frequency-domain":[87],"features":[88],"extracted":[90],"from":[91],"processed":[93],"signal.":[94],"tested":[96],"artificial":[97],"neural":[98],"network":[99],"classifier":[100],"achieved":[101],"average":[103],"classification":[104],"rate":[105],"97.12%":[107],"48":[110],"word":[111],"Signing":[112],"Exact":[113],"English":[114],"(SEE-II)":[115],"lexicon.":[116]},"counts_by_year":[{"year":2025,"cited_by_count":1},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":5},{"year":2022,"cited_by_count":2},{"year":2021,"cited_by_count":3},{"year":2020,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
