{"id":"https://openalex.org/W3015195278","doi":"https://doi.org/10.1109/icassp40776.2020.9054227","title":"Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals","display_name":"Real-Time Hand Gesture Recognition Using Temporal Muscle Activation Maps of Multi-Channel Semg Signals","publication_year":2020,"publication_date":"2020-04-09","ids":{"openalex":"https://openalex.org/W3015195278","doi":"https://doi.org/10.1109/icassp40776.2020.9054227","mag":"3015195278"},"language":"en","primary_location":{"id":"doi:10.1109/icassp40776.2020.9054227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2002.03159","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5012698570","display_name":"Ashwin De Silva","orcid":"https://orcid.org/0000-0002-6406-7090"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":true,"raw_author_name":"Ashwin De Silva","raw_affiliation_strings":["Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5071517821","display_name":"Malsha V. Perera","orcid":"https://orcid.org/0000-0002-1976-4647"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Malsha V. Perera","raw_affiliation_strings":["Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5112609026","display_name":"Kithmin Wickramasinghe","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Kithmin Wickramasinghe","raw_affiliation_strings":["Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5054306045","display_name":"Asma M. Naim","orcid":null},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Asma M. Naim","raw_affiliation_strings":["Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5067501094","display_name":"Thilina Dulantha Lalitharatne","orcid":"https://orcid.org/0000-0003-4251-3878"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Thilina Dulantha Lalitharatne","raw_affiliation_strings":["Dept. Mechanical Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Mechanical Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5011811914","display_name":"Simon L. Kappel","orcid":"https://orcid.org/0000-0003-0583-2255"},"institutions":[{"id":"https://openalex.org/I195740183","display_name":"University of Moratuwa","ror":"https://ror.org/0491f5305","country_code":"LK","type":"education","lineage":["https://openalex.org/I195740183"]}],"countries":["LK"],"is_corresponding":false,"raw_author_name":"Simon L. Kappel","raw_affiliation_strings":["Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka"],"affiliations":[{"raw_affiliation_string":"Dept. Electronic and Telecommunication Eng., University of Moratuwa, Sri Lanka","institution_ids":["https://openalex.org/I195740183"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5012698570"],"corresponding_institution_ids":["https://openalex.org/I195740183"],"apc_list":null,"apc_paid":null,"fwci":0.5208,"has_fulltext":false,"cited_by_count":18,"citation_normalized_percentile":{"value":0.60580645,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1299","last_page":"1303"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10784","display_name":"Muscle activation and electromyography studies","score":1.0,"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":1.0,"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/T10429","display_name":"EEG and Brain-Computer Interfaces","score":0.9995999932289124,"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"}},{"id":"https://openalex.org/T10338","display_name":"Advanced Sensor and Energy Harvesting Materials","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"}}],"keywords":[{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.8033710718154907},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7761155962944031},{"id":"https://openalex.org/keywords/convolution","display_name":"Convolution (computer science)","score":0.6141992211341858},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6135622262954712},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.589611828327179},{"id":"https://openalex.org/keywords/electromyography","display_name":"Electromyography","score":0.5623435974121094},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5313582420349121},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5295895934104919},{"id":"https://openalex.org/keywords/computation","display_name":"Computation","score":0.5199488401412964},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.49543607234954834},{"id":"https://openalex.org/keywords/forearm","display_name":"Forearm","score":0.47795605659484863},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.46662628650665283},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.44328737258911133},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.4293246865272522},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.3526495099067688},{"id":"https://openalex.org/keywords/algorithm","display_name":"Algorithm","score":0.111101895570755},{"id":"https://openalex.org/keywords/anatomy","display_name":"Anatomy","score":0.07066133618354797}],"concepts":[{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.8033710718154907},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7761155962944031},{"id":"https://openalex.org/C45347329","wikidata":"https://www.wikidata.org/wiki/Q5166604","display_name":"Convolution (computer science)","level":3,"score":0.6141992211341858},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6135622262954712},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.589611828327179},{"id":"https://openalex.org/C2777515770","wikidata":"https://www.wikidata.org/wiki/Q507369","display_name":"Electromyography","level":2,"score":0.5623435974121094},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5313582420349121},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5295895934104919},{"id":"https://openalex.org/C45374587","wikidata":"https://www.wikidata.org/wiki/Q12525525","display_name":"Computation","level":2,"score":0.5199488401412964},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.49543607234954834},{"id":"https://openalex.org/C2780214079","wikidata":"https://www.wikidata.org/wiki/Q228537","display_name":"Forearm","level":2,"score":0.47795605659484863},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.46662628650665283},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.44328737258911133},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.4293246865272522},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.3526495099067688},{"id":"https://openalex.org/C11413529","wikidata":"https://www.wikidata.org/wiki/Q8366","display_name":"Algorithm","level":1,"score":0.111101895570755},{"id":"https://openalex.org/C105702510","wikidata":"https://www.wikidata.org/wiki/Q514","display_name":"Anatomy","level":1,"score":0.07066133618354797},{"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},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icassp40776.2020.9054227","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp40776.2020.9054227","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2020 - 2020 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2002.03159","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.03159","pdf_url":"https://arxiv.org/pdf/2002.03159","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2002.03159","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2002.03159","pdf_url":"https://arxiv.org/pdf/2002.03159","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"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":"text"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":17,"referenced_works":["https://openalex.org/W855096530","https://openalex.org/W1530367432","https://openalex.org/W1999715507","https://openalex.org/W2043212614","https://openalex.org/W2054480352","https://openalex.org/W2089884466","https://openalex.org/W2102903204","https://openalex.org/W2122936696","https://openalex.org/W2155262608","https://openalex.org/W2505821429","https://openalex.org/W2622826443","https://openalex.org/W2786475109","https://openalex.org/W2899248728","https://openalex.org/W2911994353","https://openalex.org/W2954664426","https://openalex.org/W6623587220","https://openalex.org/W6631802301"],"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":{"Accurate":[0],"and":[1],"real-time":[2,67,126],"hand":[3,11,32,64],"gesture":[4,33,127],"recognition":[5,128],"is":[6,106],"essential":[7],"for":[8,24,124],"controlling":[9],"advanced":[10],"prostheses.":[12],"Surface":[13],"Electromyography":[14],"(sEMG)":[15],"signals":[16,83],"obtained":[17],"from":[18,85],"the":[19,45,51,90,93,100,121,125],"forearm":[20],"are":[21],"widely":[22],"used":[23],"this":[25],"purpose.":[26],"Here,":[27],"we":[28,57],"introduce":[29],"a":[30,69,116],"novel":[31],"representation":[34],"called":[35],"Temporal":[36],"Muscle":[37],"Activation":[38],"(TMA)":[39],"maps":[40],"which":[41,105],"captures":[42],"information":[43],"about":[44],"activation":[46],"patterns":[47],"of":[48,92,99,115],"muscles":[49],"in":[50,66],"forearm.":[52,94],"Based":[53],"on":[54,77],"these":[55],"maps,":[56],"propose":[58],"an":[59],"algorithm":[60,74,122],"that":[61],"can":[62],"recognize":[63],"gestures":[65],"using":[68],"Convolution":[70],"Neural":[71],"Network.":[72],"The":[73,95,111],"was":[75,103,118],"tested":[76],"8":[78,86],"healthy":[79],"subjects":[80],"with":[81],"sEMG":[82],"acquired":[84],"electrodes":[87],"placed":[88],"along":[89],"circumference":[91],"average":[96,112],"classification":[97],"accuracy":[98],"proposed":[101],"method":[102],"94%,":[104],"comparable":[107],"to":[108],"state-of-the-art":[109],"methods.":[110],"computation":[113],"time":[114],"prediction":[117],"5.5ms,":[119],"making":[120],"ideal":[123],"applications.":[129]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":9},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":3},{"year":2021,"cited_by_count":1},{"year":2020,"cited_by_count":1}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2020-04-17T00:00:00"}