{"id":"https://openalex.org/W4319990484","doi":"https://doi.org/10.1109/lsp.2023.3241857","title":"Multiscaled Multi-Head Attention-Based Video Transformer Network for Hand Gesture Recognition","display_name":"Multiscaled Multi-Head Attention-Based Video Transformer Network for Hand Gesture Recognition","publication_year":2023,"publication_date":"2023-01-01","ids":{"openalex":"https://openalex.org/W4319990484","doi":"https://doi.org/10.1109/lsp.2023.3241857"},"language":"en","primary_location":{"id":"doi:10.1109/lsp.2023.3241857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3241857","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2501.00935","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5031216644","display_name":"Mallika Garg","orcid":"https://orcid.org/0000-0002-6056-6490"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"Mallika Garg","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100625251","display_name":"Debashis Ghosh","orcid":"https://orcid.org/0000-0001-5672-7645"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Debashis Ghosh","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5030605875","display_name":"Pyari Mohan Pradhan","orcid":"https://orcid.org/0000-0002-6070-5577"},"institutions":[{"id":"https://openalex.org/I154851008","display_name":"Indian Institute of Technology Roorkee","ror":"https://ror.org/00582g326","country_code":"IN","type":"education","lineage":["https://openalex.org/I154851008"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Pyari Mohan Pradhan","raw_affiliation_strings":["Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India"],"affiliations":[{"raw_affiliation_string":"Department of Electronics and Communication Engineering, Indian Institute of Technology, Roorkee, India","institution_ids":["https://openalex.org/I154851008"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5031216644"],"corresponding_institution_ids":["https://openalex.org/I154851008"],"apc_list":null,"apc_paid":null,"fwci":6.3582,"has_fulltext":true,"cited_by_count":37,"citation_normalized_percentile":{"value":0.96857581,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"30","issue":null,"first_page":"80","last_page":"84"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9984999895095825,"subfield":{"id":"https://openalex.org/subfields/1707","display_name":"Computer Vision and Pattern Recognition"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9959999918937683,"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":0.712017297744751},{"id":"https://openalex.org/keywords/gesture-recognition","display_name":"Gesture recognition","score":0.6916574239730835},{"id":"https://openalex.org/keywords/gesture","display_name":"Gesture","score":0.665816605091095},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.633493959903717},{"id":"https://openalex.org/keywords/head","display_name":"Head (geology)","score":0.48765552043914795},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.4773552417755127},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.46605074405670166},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.44156765937805176},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1916319727897644},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08650550246238708}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.712017297744751},{"id":"https://openalex.org/C159437735","wikidata":"https://www.wikidata.org/wiki/Q1519524","display_name":"Gesture recognition","level":3,"score":0.6916574239730835},{"id":"https://openalex.org/C207347870","wikidata":"https://www.wikidata.org/wiki/Q371174","display_name":"Gesture","level":2,"score":0.665816605091095},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.633493959903717},{"id":"https://openalex.org/C2780312720","wikidata":"https://www.wikidata.org/wiki/Q5689100","display_name":"Head (geology)","level":2,"score":0.48765552043914795},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.4773552417755127},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.46605074405670166},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.44156765937805176},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1916319727897644},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08650550246238708},{"id":"https://openalex.org/C114793014","wikidata":"https://www.wikidata.org/wiki/Q52109","display_name":"Geomorphology","level":1,"score":0.0},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/lsp.2023.3241857","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lsp.2023.3241857","pdf_url":null,"source":{"id":"https://openalex.org/S120629676","display_name":"IEEE Signal Processing Letters","issn_l":"1070-9908","issn":["1070-9908","1558-2361"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Signal Processing Letters","raw_type":"journal-article"},{"id":"pmh:oai:arXiv.org:2501.00935","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.00935","pdf_url":"https://arxiv.org/pdf/2501.00935","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:2501.00935","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2501.00935","pdf_url":"https://arxiv.org/pdf/2501.00935","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":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4319990484.pdf"},"referenced_works_count":34,"referenced_works":["https://openalex.org/W914561379","https://openalex.org/W1522734439","https://openalex.org/W2091911422","https://openalex.org/W2108598243","https://openalex.org/W2471695703","https://openalex.org/W2795354662","https://openalex.org/W2799034895","https://openalex.org/W2904106524","https://openalex.org/W2913362834","https://openalex.org/W2960983219","https://openalex.org/W2963524571","https://openalex.org/W2963681914","https://openalex.org/W2982705218","https://openalex.org/W3080402242","https://openalex.org/W3081152303","https://openalex.org/W3094502228","https://openalex.org/W3095437205","https://openalex.org/W3099461062","https://openalex.org/W3101265641","https://openalex.org/W3106327734","https://openalex.org/W3107892667","https://openalex.org/W3126321356","https://openalex.org/W3151130473","https://openalex.org/W3170161070","https://openalex.org/W3208014149","https://openalex.org/W3210279979","https://openalex.org/W3210459555","https://openalex.org/W4214614183","https://openalex.org/W4312769131","https://openalex.org/W4385245566","https://openalex.org/W6682864246","https://openalex.org/W6754950502","https://openalex.org/W6784333009","https://openalex.org/W6788135285"],"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":{"Dynamic":[0],"gesture":[1,35],"recognition":[2,36,83],"is":[3,37,45,88],"one":[4],"of":[5,18,42,64,96,104],"the":[6,19,48,65,74,93,97],"challenging":[7],"research":[8],"areas":[9],"due":[10],"to":[11,70,80],"variations":[12],"in":[13,78],"pose,":[14],"size,":[15],"and":[16,106,110],"shape":[17],"signer's":[20],"hand.":[21],"In":[22],"this":[23],"letter,":[24],"Multiscaled":[25],"Multi-Head":[26],"Attention":[27],"Video":[28],"Transformer":[29],"Network":[30],"(MsMHA-VTN)":[31],"for":[32,61],"dynamic":[33],"hand":[34],"proposed.":[38],"A":[39],"pyramidal":[40],"hierarchy":[41],"multiscale":[43,75],"features":[44],"extracted":[46],"using":[47,85],"transformer":[49,66],"multiscaled":[50],"head":[51,63],"attention":[52,59,72],"model.":[53],"The":[54],"proposed":[55,98],"model":[56],"employs":[57],"different":[58],"dimensions":[60],"each":[62],"which":[67],"enables":[68],"it":[69],"provide":[71],"at":[73],"level.":[76],"Further,":[77],"addition":[79],"single":[81],"modality,":[82],"performance":[84,95],"multiple":[86],"modalities":[87],"examined.":[89],"Extensive":[90],"experiments":[91],"demonstrate":[92],"superior":[94],"MsMHA-VTN":[99],"with":[100],"an":[101],"overall":[102],"accuracy":[103],"88.22%":[105],"99.10%":[107],"on":[108],"NVGesture":[109],"Briareo":[111],"datasets,":[112],"respectively.":[113]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":18},{"year":2024,"cited_by_count":11},{"year":2023,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2025-10-10T00:00:00"}
