{"id":"https://openalex.org/W4298005495","doi":"https://doi.org/10.3390/s22197362","title":"Gait-ViT: Gait Recognition with Vision Transformer","display_name":"Gait-ViT: Gait Recognition with Vision Transformer","publication_year":2022,"publication_date":"2022-09-28","ids":{"openalex":"https://openalex.org/W4298005495","doi":"https://doi.org/10.3390/s22197362","pmid":"https://pubmed.ncbi.nlm.nih.gov/36236462"},"language":"en","primary_location":{"id":"doi:10.3390/s22197362","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197362","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7362/pdf?version=1664365363","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj","pubmed"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/1424-8220/22/19/7362/pdf?version=1664365363","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5018704343","display_name":"Jashila Nair Mogan","orcid":"https://orcid.org/0000-0002-7873-0033"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Jashila Nair Mogan","raw_affiliation_strings":["Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-7873-0033","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086127398","display_name":"Chin Poo Lee","orcid":"https://orcid.org/0000-0003-3679-8977"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":true,"raw_author_name":"Chin Poo Lee","raw_affiliation_strings":["Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-3679-8977","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017532046","display_name":"Kian Ming Lim","orcid":"https://orcid.org/0000-0003-1929-7978"},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kian Ming Lim","raw_affiliation_strings":["Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0003-1929-7978","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5113062074","display_name":"Kalaiarasi Sonai Muthu","orcid":null},"institutions":[{"id":"https://openalex.org/I173029219","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33","country_code":"MY","type":"education","lineage":["https://openalex.org/I173029219"]}],"countries":["MY"],"is_corresponding":false,"raw_author_name":"Kalaiarasi Sonai Muthu","raw_affiliation_strings":["Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia"],"raw_orcid":"https://orcid.org/0000-0002-0540-2872","affiliations":[{"raw_affiliation_string":"Faculty of Information Science and Technology, Multimedia University, Melaka 75450, Malaysia","institution_ids":["https://openalex.org/I173029219"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5086127398"],"corresponding_institution_ids":["https://openalex.org/I173029219"],"apc_list":{"value":2400,"currency":"CHF","value_usd":2598},"apc_paid":{"value":2400,"currency":"CHF","value_usd":2598},"fwci":2.7781,"has_fulltext":true,"cited_by_count":38,"citation_normalized_percentile":{"value":0.90814178,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":98,"max":100},"biblio":{"volume":"22","issue":"19","first_page":"7362","last_page":"7362"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","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/T12740","display_name":"Gait Recognition and Analysis","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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9549999833106995,"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":0.9453999996185303,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7161641120910645},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6796194911003113},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5986655950546265},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.5707358121871948},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5653915405273438},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.5212938785552979},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5166578888893127},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.49848365783691406},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.4779627025127411},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43425512313842773},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.19989502429962158},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.09104177355766296}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7161641120910645},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6796194911003113},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5986655950546265},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.5707358121871948},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5653915405273438},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.5212938785552979},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5166578888893127},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.49848365783691406},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.4779627025127411},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43425512313842773},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.19989502429962158},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.09104177355766296},{"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/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.0},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","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}],"mesh":[{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D001699","descriptor_name":"Biometry","qualifier_ui":"Q000379","qualifier_name":"methods","is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","qualifier_ui":null,"qualifier_name":null,"is_major_topic":false},{"descriptor_ui":"D005684","descriptor_name":"Gait","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":true},{"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":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true},{"descriptor_ui":"D016571","descriptor_name":"Neural Networks, Computer","qualifier_ui":null,"qualifier_name":null,"is_major_topic":true}],"locations_count":6,"locations":[{"id":"doi:10.3390/s22197362","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197362","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7362/pdf?version=1664365363","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},{"id":"pmid:36236462","is_oa":false,"landing_page_url":"https://pubmed.ncbi.nlm.nih.gov/36236462","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":"Sensors (Basel, Switzerland)","raw_type":null},{"id":"pmh:oai:shdl.mmu.edu.my:10587","is_oa":false,"landing_page_url":null,"pdf_url":null,"source":{"id":"https://openalex.org/S4377196753","display_name":"Siti Hasmah Digital Library-MMU Institutiona Repository (Multimedia University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I173029219","host_organization_name":"Multimedia University","host_organization_lineage":["https://openalex.org/I173029219"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"acceptedVersion","is_accepted":true,"is_published":false,"raw_source_name":null,"raw_type":"NonPeerReviewed"},{"id":"pmh:oai:doaj.org/article:d4f69859fe2e4dd4b1071e5c3b438590","is_oa":true,"landing_page_url":"https://doaj.org/article/d4f69859fe2e4dd4b1071e5c3b438590","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors, Vol 22, Iss 19, p 7362 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/1424-8220/22/19/7362/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/s22197362","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors; Volume 22; Issue 19; Pages: 7362","raw_type":"Text"},{"id":"pmh:oai:pubmedcentral.nih.gov:9572525","is_oa":true,"landing_page_url":"https://www.ncbi.nlm.nih.gov/pmc/articles/9572525","pdf_url":null,"source":{"id":"https://openalex.org/S2764455111","display_name":"PubMed Central","issn_l":null,"issn":null,"is_oa":true,"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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Sensors (Basel)","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/s22197362","is_oa":true,"landing_page_url":"https://doi.org/10.3390/s22197362","pdf_url":"https://www.mdpi.com/1424-8220/22/19/7362/pdf?version=1664365363","source":{"id":"https://openalex.org/S101949793","display_name":"Sensors","issn_l":"1424-8220","issn":["1424-8220"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Sensors","raw_type":"journal-article"},"sustainable_development_goals":[{"display_name":"Affordable and clean energy","id":"https://metadata.un.org/sdg/7","score":0.8799999952316284}],"awards":[{"id":"https://openalex.org/G2310347874","display_name":null,"funder_award_id":"MMUI/220021","funder_id":"https://openalex.org/F4320313202","funder_display_name":"Multimedia University"},{"id":"https://openalex.org/G3410872128","display_name":null,"funder_award_id":"RDTC/221045","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G4344533779","display_name":null,"funder_award_id":"FRGS/1/2021/ICT02/MMU/02/4","funder_id":"https://openalex.org/F4320313202","funder_display_name":"Multimedia University"},{"id":"https://openalex.org/G5388085416","display_name":null,"funder_award_id":"MMU/YUM/C/2019/YPS","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G6128537980","display_name":null,"funder_award_id":"RDTC/221045","funder_id":"https://openalex.org/F4320313202","funder_display_name":"Multimedia University"},{"id":"https://openalex.org/G6865559488","display_name":null,"funder_award_id":"MMU/YUM/C/2019/YPS","funder_id":"https://openalex.org/F4320313202","funder_display_name":"Multimedia University"},{"id":"https://openalex.org/G7735222215","display_name":null,"funder_award_id":"MMUI/220021","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"},{"id":"https://openalex.org/G928522197","display_name":null,"funder_award_id":"FRGS/1/2021/ICT02/MMU/02/4","funder_id":"https://openalex.org/F4320321709","funder_display_name":"Ministry of Higher Education, Malaysia"}],"funders":[{"id":"https://openalex.org/F4320313202","display_name":"Multimedia University","ror":"https://ror.org/04zrbnc33"},{"id":"https://openalex.org/F4320321709","display_name":"Ministry of Higher Education, Malaysia","ror":"https://ror.org/05mcs2t73"}],"has_content":{"pdf":true,"grobid_xml":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4298005495.pdf","grobid_xml":"https://content.openalex.org/works/W4298005495.grobid-xml"},"referenced_works_count":49,"referenced_works":["https://openalex.org/W1891905176","https://openalex.org/W1971358173","https://openalex.org/W1989696410","https://openalex.org/W2016327746","https://openalex.org/W2018331988","https://openalex.org/W2040270931","https://openalex.org/W2071576700","https://openalex.org/W2104335344","https://openalex.org/W2160813177","https://openalex.org/W2510190030","https://openalex.org/W2515630407","https://openalex.org/W2517225990","https://openalex.org/W2557965628","https://openalex.org/W2573716527","https://openalex.org/W2592839637","https://openalex.org/W2626699190","https://openalex.org/W2760814882","https://openalex.org/W2766064249","https://openalex.org/W2766172911","https://openalex.org/W2775676195","https://openalex.org/W2790787622","https://openalex.org/W2848421704","https://openalex.org/W2896244440","https://openalex.org/W2902259627","https://openalex.org/W2916695504","https://openalex.org/W2922211281","https://openalex.org/W2942010964","https://openalex.org/W2966138416","https://openalex.org/W2973806887","https://openalex.org/W2981156023","https://openalex.org/W2991723127","https://openalex.org/W2996910432","https://openalex.org/W3008732063","https://openalex.org/W3015249368","https://openalex.org/W3036199157","https://openalex.org/W3082981339","https://openalex.org/W3091988595","https://openalex.org/W3104352412","https://openalex.org/W3128064349","https://openalex.org/W3129376202","https://openalex.org/W3159719055","https://openalex.org/W3161902240","https://openalex.org/W3162464492","https://openalex.org/W3193780740","https://openalex.org/W4289110633","https://openalex.org/W4289205798","https://openalex.org/W6790086291","https://openalex.org/W6795171343","https://openalex.org/W7019254944"],"related_works":["https://openalex.org/W2076845124","https://openalex.org/W2183964146","https://openalex.org/W2379932303","https://openalex.org/W2095239294","https://openalex.org/W3147744369","https://openalex.org/W2062586268","https://openalex.org/W3185413894","https://openalex.org/W1905194803","https://openalex.org/W2137411393","https://openalex.org/W1923394858"],"abstract_inverted_index":{"Identifying":[0],"an":[1,108],"individual":[2],"based":[3],"on":[4,67,163,219,222,227],"their":[5],"physical/behavioral":[6],"characteristics":[7],"is":[8,14,126,181,203],"known":[9],"as":[10,26,116],"biometric":[11],"recognition.":[12,47],"Gait":[13],"one":[15],"of":[16,71,98,133,166,173,179,200,233],"the":[17,61,68,72,80,85,89,93,103,119,122,131,136,164,170,174,177,184,189,195,197,201,206,211,231,234,240],"most":[18],"reliable":[19],"biometrics":[20],"due":[21],"to":[22,35,64,87,115,168,183,187,205,209,238],"its":[23],"advantages,":[24],"such":[25],"being":[27],"perceivable":[28],"at":[29],"a":[30],"long":[31],"distance":[32],"and":[33,146,152,225],"difficult":[34],"replicate.":[36],"The":[37,48,74,139,214],"existing":[38],"works":[39],"mostly":[40],"leverage":[41],"Convolutional":[42,49],"Neural":[43,50],"Networks":[44,51],"for":[45,111,194],"gait":[46,112,123,137,191],"perform":[52],"well":[53],"in":[54,79,92],"image":[55,81,125],"recognition":[56],"tasks;":[57],"however,":[58],"they":[59],"lack":[60],"attention":[62,75,109],"mechanism":[63,76,110],"emphasize":[65],"more":[66],"significant":[69],"regions":[70],"image.":[73],"encodes":[77],"information":[78,172],"patches,":[82],"which":[83,229],"facilitates":[84],"model":[86,237],"learn":[88],"substantial":[90],"features":[91],"specific":[94],"regions.":[95],"In":[96,118],"light":[97],"this,":[99],"this":[100],"work":[101],"employs":[102],"Vision":[104,235],"Transformer":[105,185,236],"(ViT)":[106],"with":[107,158],"recognition,":[113],"referred":[114],"Gait-ViT.":[117],"proposed":[120,215],"Gait-ViT,":[121],"energy":[124],"first":[127,198],"obtained":[128,217],"by":[129,150],"averaging":[130],"series":[132],"images":[134,140],"over":[135],"cycle.":[138],"are":[141,161],"then":[142],"split":[143],"into":[144,148],"patches":[145,167],"transformed":[147],"sequences":[149],"flattening":[151],"patch":[153,159],"embedding.":[154],"Position":[155],"embedding,":[156,160],"along":[157],"applied":[162],"sequence":[165,178,202],"restore":[169],"positional":[171],"patches.":[175],"Subsequently,":[176],"vectors":[180],"fed":[182],"encoder":[186],"produce":[188],"final":[190],"representation.":[192],"As":[193],"classification,":[196],"element":[199],"sent":[204],"multi-layer":[207],"perceptron":[208],"predict":[210],"class":[212],"label.":[213],"method":[216],"99.93%":[218],"CASIA-B,":[220],"100%":[221],"OU-ISIR":[223],"D":[224],"99.51%":[226],"OU-LP,":[228],"exhibit":[230],"ability":[232],"outperform":[239],"state-of-the-art":[241],"methods.":[242]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":15},{"year":2024,"cited_by_count":7},{"year":2023,"cited_by_count":12}],"updated_date":"2026-05-21T06:26:12.895304","created_date":"2025-10-10T00:00:00"}
