{"id":"https://openalex.org/W4413554911","doi":"https://doi.org/10.1109/tcss.2025.3593347","title":"GENGait: Exploring a Skeleton-Based Gait Recognition Framework With Strong Generalizability","display_name":"GENGait: Exploring a Skeleton-Based Gait Recognition Framework With Strong Generalizability","publication_year":2025,"publication_date":"2025-08-25","ids":{"openalex":"https://openalex.org/W4413554911","doi":"https://doi.org/10.1109/tcss.2025.3593347"},"language":"en","primary_location":{"id":"doi:10.1109/tcss.2025.3593347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3593347","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social Systems","raw_type":"journal-article"},"type":"article","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":null,"display_name":"Weijie Liu","orcid":"https://orcid.org/0009-0008-6004-3551"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weijie Liu","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China","School of Computer Science, Hubei University of Technology, China"],"raw_orcid":"https://orcid.org/0009-0008-6004-3551","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5082565174","display_name":"Siwei Wei","orcid":"https://orcid.org/0000-0002-0376-0545"},"institutions":[{"id":"https://openalex.org/I4210103140","display_name":"CCCC Highway Consultants (China)","ror":"https://ror.org/01bs84e19","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210103140"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Siwei Wei","raw_affiliation_strings":["CCCC Second Highway Consultants Company Ltd., Wuhan, China","CCCC Second Highway Consultants Company Ltd, China"],"raw_orcid":"https://orcid.org/0000-0002-0376-0545","affiliations":[{"raw_affiliation_string":"CCCC Second Highway Consultants Company Ltd., Wuhan, China","institution_ids":["https://openalex.org/I4210103140"]},{"raw_affiliation_string":"CCCC Second Highway Consultants Company Ltd, China","institution_ids":["https://openalex.org/I4210103140"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5066644814","display_name":"Hong-Fang Luo","orcid":null},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hongfang Luo","raw_affiliation_strings":["Hubei University of Technology Engineering and Technology College, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0000-4700-9801","affiliations":[{"raw_affiliation_string":"Hubei University of Technology Engineering and Technology College, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072362529","display_name":"Chunzhi Wang","orcid":"https://orcid.org/0000-0002-6742-3644"},"institutions":[{"id":"https://openalex.org/I74525822","display_name":"Hubei University of Technology","ror":"https://ror.org/02d3fj342","country_code":"CN","type":"education","lineage":["https://openalex.org/I74525822"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunzhi Wang","raw_affiliation_strings":["School of Computer Science, Hubei University of Technology, Wuhan, China","School of Computer Science, Hubei University of Technology, China"],"raw_orcid":"https://orcid.org/0000-0002-6742-3644","affiliations":[{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, Wuhan, China","institution_ids":["https://openalex.org/I74525822"]},{"raw_affiliation_string":"School of Computer Science, Hubei University of Technology, China","institution_ids":["https://openalex.org/I74525822"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5044554447","display_name":"Ruoxi Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I4210155232","display_name":"Fiberhome Technology Group (China)","ror":"https://ror.org/04yv20134","country_code":"CN","type":"company","lineage":["https://openalex.org/I4210155232"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruoxi Wang","raw_affiliation_strings":["Wuhan Fiberhome Technical Services Company Ltd., Wuhan, China","Wuhan Fiberhome Technical Services Company Ltd, China"],"raw_orcid":"https://orcid.org/0009-0005-2464-4016","affiliations":[{"raw_affiliation_string":"Wuhan Fiberhome Technical Services Company Ltd., Wuhan, China","institution_ids":["https://openalex.org/I4210155232"]},{"raw_affiliation_string":"Wuhan Fiberhome Technical Services Company Ltd, China","institution_ids":["https://openalex.org/I4210155232"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4223,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.62035603,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":95},"biblio":{"volume":"13","issue":"1","first_page":"868","last_page":"880"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9998000264167786,"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":0.9998000264167786,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9801999926567078,"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/T11398","display_name":"Hand Gesture Recognition Systems","score":0.9735000133514404,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/generalizability-theory","display_name":"Generalizability theory","score":0.8078134059906006},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.6637702584266663},{"id":"https://openalex.org/keywords/skeleton","display_name":"Skeleton (computer programming)","score":0.5919510722160339},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.542531430721283},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4946231544017792},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4668472707271576},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.39954257011413574},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.378169983625412},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3442322313785553},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.2515448331832886},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.16875633597373962}],"concepts":[{"id":"https://openalex.org/C27158222","wikidata":"https://www.wikidata.org/wiki/Q5532422","display_name":"Generalizability theory","level":2,"score":0.8078134059906006},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.6637702584266663},{"id":"https://openalex.org/C18969341","wikidata":"https://www.wikidata.org/wiki/Q1169129","display_name":"Skeleton (computer programming)","level":2,"score":0.5919510722160339},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.542531430721283},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4946231544017792},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4668472707271576},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.39954257011413574},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.378169983625412},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3442322313785553},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.2515448331832886},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.16875633597373962},{"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/C138496976","wikidata":"https://www.wikidata.org/wiki/Q175002","display_name":"Developmental psychology","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcss.2025.3593347","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcss.2025.3593347","pdf_url":null,"source":{"id":"https://openalex.org/S2490693980","display_name":"IEEE Transactions on Computational Social Systems","issn_l":"2329-924X","issn":["2329-924X","2373-7476"],"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 Transactions on Computational Social Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G5407624778","display_name":null,"funder_award_id":"2023BCB041","funder_id":"https://openalex.org/F4320322186","funder_display_name":"Natural Science Foundation of Hubei Province"},{"id":"https://openalex.org/G564577121","display_name":null,"funder_award_id":"62472149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322186","display_name":"Natural Science Foundation of Hubei Province","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W639708223","https://openalex.org/W1903029394","https://openalex.org/W1982615314","https://openalex.org/W1994616650","https://openalex.org/W2015731098","https://openalex.org/W2089452274","https://openalex.org/W2104335344","https://openalex.org/W2322772590","https://openalex.org/W2354569516","https://openalex.org/W2414322197","https://openalex.org/W2507009361","https://openalex.org/W2515630407","https://openalex.org/W2517225990","https://openalex.org/W2559085405","https://openalex.org/W2566079294","https://openalex.org/W2612706635","https://openalex.org/W2757525664","https://openalex.org/W2765328347","https://openalex.org/W2916798096","https://openalex.org/W2927851116","https://openalex.org/W2941442730","https://openalex.org/W2946007918","https://openalex.org/W2963301258","https://openalex.org/W2963842104","https://openalex.org/W2963876278","https://openalex.org/W2967515867","https://openalex.org/W2977530922","https://openalex.org/W2986645868","https://openalex.org/W3034261299","https://openalex.org/W3035400973","https://openalex.org/W3092628553","https://openalex.org/W3097009184","https://openalex.org/W3106505424","https://openalex.org/W3158749225","https://openalex.org/W3159744142","https://openalex.org/W3195852174","https://openalex.org/W3201864842","https://openalex.org/W3202075110","https://openalex.org/W3203640349","https://openalex.org/W4287251614","https://openalex.org/W4292793985","https://openalex.org/W4312347918","https://openalex.org/W4312453698","https://openalex.org/W4312652114","https://openalex.org/W4313477609","https://openalex.org/W4319788144","https://openalex.org/W4319988294","https://openalex.org/W4323338516","https://openalex.org/W4379652859","https://openalex.org/W4380421127","https://openalex.org/W4385489997","https://openalex.org/W4386472834","https://openalex.org/W4390204363","https://openalex.org/W4390871742","https://openalex.org/W4391216149","https://openalex.org/W4391407004","https://openalex.org/W4393405308","https://openalex.org/W4396543197","https://openalex.org/W4399800808"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W1989734657","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2130975749","https://openalex.org/W4226004263","https://openalex.org/W2493973380","https://openalex.org/W2394835211"],"abstract_inverted_index":{"Gait":[0],"recognition":[1,38,55,107],"is":[2,117,205],"an":[3],"emerging":[4],"remote":[5],"biometric":[6],"technology":[7],"that":[8,75,135,145],"has":[9],"applications":[10],"in":[11,108,160],"various":[12],"fields":[13],"such":[14],"as":[15],"video":[16],"surveillance.":[17],"Silhouette-based":[18],"approach":[19,22],"and":[20,87,129,197,211],"skeleton-based":[21,53,79,124,174,234],"are":[23,31,96],"the":[24,36,41,44,63,101,104,109,120,143,146,156,161,186,189,192,198,208,218,222],"two":[25,45],"most":[26],"popular":[27],"approaches.":[28],"And":[29],"researchers":[30],"starting":[32],"to":[33,119,142,155,216,231],"work":[34,71],"on":[35,51,207,213],"gait":[37,54,106,131,176],"methods":[39,80,86,137],"with":[40,58,100,179],"fusion":[42],"of":[43,78,103,123,158,166,188,194,200,221],"modalities.":[46],"Therefore,":[47],"this":[48,169],"article":[49,170],"focuses":[50],"a":[52,114,172],"framework":[56,178],"(GENGait)":[57],"strong":[59,180],"generalization":[60,181,219],"capabilities,":[61],"laying":[62],"foundation":[64],"for":[65],"future":[66],"multimodal":[67],"fusion.":[68],"Through":[69],"previous":[70,76],"we":[72,133],"have":[73,81],"found":[74,134],"studies":[77],"devised":[82],"many":[83,89,136,232],"skeleton":[84,195],"preprocessing":[85,193],"used":[88],"different":[90],"backbone":[91,116,190],"networks,":[92],"but":[93],"their":[94],"backbones":[95],"usually":[97],"shallow.":[98],"However,":[99],"publication":[102],"large":[105],"wild":[110,112],"(GREW)":[111],"dataset,":[113],"deep":[115,175],"critical":[118],"generalisation":[121],"ability":[122,182,220],"methods.":[125,235],"Moreover,":[126],"by":[127],"visualizing":[128],"analyzing":[130],"sequences,":[132,196],"do":[138],"not":[139],"pay":[140],"attention":[141],"fact":[144],"camera":[147],"drops":[148],"frames":[149],"when":[150],"taking":[151],"video,":[152],"which":[153],"leads":[154],"introduction":[157],"noise":[159],"feature":[162],"extraction.":[163],"In":[164],"view":[165],"these":[167],"problems,":[168],"constructs":[171],"generalized":[173],"learning":[177],"from":[183],"three":[184],"aspects:":[185],"depth":[187],"network,":[191],"processing":[199],"time":[201],"sequences.":[202],"The":[203],"network":[204],"trained":[206],"GREW":[209],"dataset":[210],"tested":[212],"other":[214],"datasets":[215],"evaluate":[217],"network.":[223],"Our":[224],"proposed":[225],"GENGait":[226],"achieves":[227],"better":[228],"results":[229],"compared":[230],"state-of-the-art":[233]},"counts_by_year":[{"year":2025,"cited_by_count":1}],"updated_date":"2026-02-14T06:23:00.392402","created_date":"2025-10-10T00:00:00"}