{"id":"https://openalex.org/W4405489710","doi":"https://doi.org/10.1109/embc53108.2024.10782354","title":"Visual Scene Understanding for Enhanced EMG Gesture Recognition","display_name":"Visual Scene Understanding for Enhanced EMG Gesture Recognition","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4405489710","doi":"https://doi.org/10.1109/embc53108.2024.10782354","pmid":"https://pubmed.ncbi.nlm.nih.gov/40039436"},"language":"en","primary_location":{"id":"doi:10.1109/embc53108.2024.10782354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},"type":"conference-paper","indexed_in":["crossref","pubmed"],"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/A5092842672","display_name":"F\u00e9lix Chamberland","orcid":"https://orcid.org/0000-0001-6918-9890"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"F\u00e9lix Chamberland","raw_affiliation_strings":["Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060544225","display_name":"Thomas Labb\u00e9","orcid":"https://orcid.org/0000-0001-9295-7675"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Thomas Labb\u00e9","raw_affiliation_strings":["Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5036660816","display_name":"Simon Tam","orcid":"https://orcid.org/0000-0003-3918-7100"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Simon Tam","raw_affiliation_strings":["Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6","institution_ids":["https://openalex.org/I43406934"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025818642","display_name":"Erik Scheme","orcid":"https://orcid.org/0000-0002-4421-1016"},"institutions":[{"id":"https://openalex.org/I106938459","display_name":"University of New Brunswick","ror":"https://ror.org/05nkf0n29","country_code":"CA","type":"education","lineage":["https://openalex.org/I106938459"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Erik Scheme","raw_affiliation_strings":["University of New Brunswick,Institute of Biomedical Engineering,Fredericton,Canada,E3B 5A3"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of New Brunswick,Institute of Biomedical Engineering,Fredericton,Canada,E3B 5A3","institution_ids":["https://openalex.org/I106938459"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5018071134","display_name":"Benoit Gosselin","orcid":"https://orcid.org/0000-0003-1473-3451"},"institutions":[{"id":"https://openalex.org/I43406934","display_name":"Universit\u00e9 Laval","ror":"https://ror.org/04sjchr03","country_code":"CA","type":"education","lineage":["https://openalex.org/I43406934"]}],"countries":["CA"],"is_corresponding":false,"raw_author_name":"Benoit Gosselin","raw_affiliation_strings":["Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Université Laval,Department of Electrical and Computer Engineering,Québec,Canada,G1V 0A6","institution_ids":["https://openalex.org/I43406934"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":"2024","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":0.9994999766349792,"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":0.9994999766349792,"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/T11707","display_name":"Gaze Tracking and Assistive Technology","score":0.9990000128746033,"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":0.9988999962806702,"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/computer-science","display_name":"Computer science","score":0.7241036891937256},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.6940813660621643},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.639472484588623},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.524513840675354},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.519453227519989},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4919571578502655},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3252231180667877}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7241036891937256},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.6940813660621643},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.639472484588623},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.524513840675354},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.519453227519989},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4919571578502655},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3252231180667877}],"mesh":[{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D000465","descriptor_name":"Algorithms","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D004576","descriptor_name":"Electromyography","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D005868","descriptor_name":"Gestures","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D006225","descriptor_name":"Hand","qualifier_ui":"Q000502","qualifier_name":"physiology","is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D006801","descriptor_name":"Humans","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D010363","descriptor_name":"Pattern Recognition, Automated","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false}],"locations_count":2,"locations":[{"id":"doi:10.1109/embc53108.2024.10782354","is_oa":false,"landing_page_url":"https://doi.org/10.1109/embc53108.2024.10782354","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)","raw_type":"proceedings-article"},{"id":"pmid:40039436","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/40039436","pdf_url":null,"source":{"id":"https://openalex.org/S4306525036","display_name":"PubMed","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I1299303238","host_organization_name":"National Institutes of Health","host_organization_lineage":["https://openalex.org/I1299303238"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference","raw_type":null}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320334593","display_name":"Natural Sciences and Engineering Research Council of Canada","ror":"https://ror.org/01h531d29"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1861492603","https://openalex.org/W1984252493","https://openalex.org/W2096733369","https://openalex.org/W2170128511","https://openalex.org/W2223144325","https://openalex.org/W2611223806","https://openalex.org/W2943045361","https://openalex.org/W2995627708","https://openalex.org/W3036954260","https://openalex.org/W3092053846","https://openalex.org/W3154934604","https://openalex.org/W3165882235","https://openalex.org/W3199587874","https://openalex.org/W4288083516","https://openalex.org/W4296835510","https://openalex.org/W4297097196","https://openalex.org/W4321763406","https://openalex.org/W4386590723","https://openalex.org/W4388635794","https://openalex.org/W4388823657","https://openalex.org/W4395477565","https://openalex.org/W6779442434","https://openalex.org/W6864933907"],"related_works":["https://openalex.org/W2537963312","https://openalex.org/W2066003895","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/W2989699735"],"abstract_inverted_index":{"This":[0],"work":[1],"presents":[2],"a":[3,19,47,62,76,96],"multimodal":[4,100],"approach":[5],"combining":[6],"electromyography":[7],"(EMG)":[8],"and":[9,90,121],"computer":[10,79],"vision":[11,80],"(CV)":[12],"for":[13,27],"robust":[14],"real-time":[15],"gesture":[16,34,58,88,93,118],"recognition":[17,35],"in":[18,46],"real-world":[20],"setting.":[21],"A":[22],"context-aware":[23],"framework":[24],"is":[25,36,103],"proposed":[26],"myoelectric":[28],"prosthesis":[29],"control,":[30],"wherein":[31],"EMG":[32,57],"hand":[33],"augmented":[37],"by":[38,61,111],"the":[39,82,114,117,122],"visual":[40],"detection":[41,74,86],"of":[42,44,52,116],"objects":[43],"interest":[45],"scene,":[48],"effectively":[49,106],"mitigating":[50],"risks":[51],"false":[53,85],"movements.":[54],"By":[55],"supporting":[56],"predictions":[59],"produced":[60],"Siamese":[63],"deep":[64],"convolution":[65],"neural":[66],"network":[67],"(SDCNN)":[68],"with":[69],"context":[70],"derived":[71],"from":[72],"object":[73],"using":[75],"tailored":[77],"YOLO":[78],"model,":[81],"system":[83],"prevents":[84],"during":[87,91],"onset":[89],"static":[92],"maintenance.":[94],"In":[95],"pilot":[97],"experiment,":[98],"this":[99],"sensor":[101],"fusion":[102],"shown":[104],"to":[105,125],"augment":[107],"human":[108],"volitional":[109],"control":[110,119],"enhancing":[112],"both":[113],"robustness":[115],"interface":[120],"user's":[123],"ability":[124],"maintain":[126],"full":[127],"command":[128],"over":[129],"it.":[130]},"counts_by_year":[],"updated_date":"2026-07-23T08:03:31.855105","created_date":"2025-10-10T00:00:00"}