{"id":"https://openalex.org/W4392982183","doi":"https://doi.org/10.1109/cvmi59935.2023.10464895","title":"Machine Learning Based Framework for Human Recognition Using Gait Pattern Analysis","display_name":"Machine Learning Based Framework for Human Recognition Using Gait Pattern Analysis","publication_year":2023,"publication_date":"2023-12-10","ids":{"openalex":"https://openalex.org/W4392982183","doi":"https://doi.org/10.1109/cvmi59935.2023.10464895"},"language":"en","primary_location":{"id":"doi:10.1109/cvmi59935.2023.10464895","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cvmi59935.2023.10464895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-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":"https://openalex.org/A5094198892","display_name":"Aadi Nesarkar","orcid":null},"institutions":[{"id":"https://openalex.org/I1284577377","display_name":"Center for Strategic and International Studies","ror":"https://ror.org/04my2jj52","country_code":"US","type":"other","lineage":["https://openalex.org/I1284577377"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Aadi Nesarkar","raw_affiliation_strings":["BITS Plani,Department of CSIS,Goa","Department of CSIS, BITS Plani, Goa"],"affiliations":[{"raw_affiliation_string":"BITS Plani,Department of CSIS,Goa","institution_ids":["https://openalex.org/I1284577377"]},{"raw_affiliation_string":"Department of CSIS, BITS Plani, Goa","institution_ids":["https://openalex.org/I1284577377"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102632826","display_name":"Veer Shah","orcid":null},"institutions":[{"id":"https://openalex.org/I1284577377","display_name":"Center for Strategic and International Studies","ror":"https://ror.org/04my2jj52","country_code":"US","type":"other","lineage":["https://openalex.org/I1284577377"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Veer Shah","raw_affiliation_strings":["BITS Plani,Department of CSIS,Goa","Department of CSIS, BITS Plani, Goa"],"affiliations":[{"raw_affiliation_string":"BITS Plani,Department of CSIS,Goa","institution_ids":["https://openalex.org/I1284577377"]},{"raw_affiliation_string":"Department of CSIS, BITS Plani, Goa","institution_ids":["https://openalex.org/I1284577377"]}]},{"author_position":"last","author":{"id":null,"display_name":"Dhiraj","orcid":null},"institutions":[{"id":"https://openalex.org/I41763900","display_name":"Central Electronics Engineering Research Institute","ror":"https://ror.org/01hh45364","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I41763900","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Dhiraj","raw_affiliation_strings":["CSIR-CEERI Pilani,Integrated Circuits and Systems Group (ICSG),Rajasthan","Integrated Circuits and Systems Group (ICSG), CSIR-CEERI Pilani, Rajasthan"],"affiliations":[{"raw_affiliation_string":"CSIR-CEERI Pilani,Integrated Circuits and Systems Group (ICSG),Rajasthan","institution_ids":["https://openalex.org/I41763900"]},{"raw_affiliation_string":"Integrated Circuits and Systems Group (ICSG), CSIR-CEERI Pilani, Rajasthan","institution_ids":["https://openalex.org/I41763900"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":3,"corresponding_author_ids":["https://openalex.org/A5094198892"],"corresponding_institution_ids":["https://openalex.org/I1284577377"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.19707875,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"14.2","issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12740","display_name":"Gait Recognition and Analysis","score":0.9987000226974487,"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":0.9987000226974487,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9326000213623047,"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":0.9032999873161316,"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/computer-science","display_name":"Computer science","score":0.7546825408935547},{"id":"https://openalex.org/keywords/gait-analysis","display_name":"Gait analysis","score":0.6637883186340332},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.583803653717041},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5391585826873779},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4106411039829254},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.39778396487236023},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.38353580236434937},{"id":"https://openalex.org/keywords/human\u2013computer-interaction","display_name":"Human\u2013computer interaction","score":0.3511057198047638},{"id":"https://openalex.org/keywords/physical-medicine-and-rehabilitation","display_name":"Physical medicine and rehabilitation","score":0.2529325485229492},{"id":"https://openalex.org/keywords/medicine","display_name":"Medicine","score":0.06421107053756714}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7546825408935547},{"id":"https://openalex.org/C173906292","wikidata":"https://www.wikidata.org/wiki/Q1493441","display_name":"Gait analysis","level":3,"score":0.6637883186340332},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.583803653717041},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5391585826873779},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4106411039829254},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.39778396487236023},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.38353580236434937},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.3511057198047638},{"id":"https://openalex.org/C99508421","wikidata":"https://www.wikidata.org/wiki/Q2678675","display_name":"Physical medicine and rehabilitation","level":1,"score":0.2529325485229492},{"id":"https://openalex.org/C71924100","wikidata":"https://www.wikidata.org/wiki/Q11190","display_name":"Medicine","level":0,"score":0.06421107053756714}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/cvmi59935.2023.10464895","is_oa":false,"landing_page_url":"http://dx.doi.org/10.1109/cvmi59935.2023.10464895","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2023 IEEE International Conference on Computer Vision and Machine Intelligence (CVMI)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":18,"referenced_works":["https://openalex.org/W1686810756","https://openalex.org/W1970493599","https://openalex.org/W2045421626","https://openalex.org/W2056372885","https://openalex.org/W2126680226","https://openalex.org/W2142532896","https://openalex.org/W2149516292","https://openalex.org/W2322772590","https://openalex.org/W2559833261","https://openalex.org/W2575727079","https://openalex.org/W2749153188","https://openalex.org/W2963446712","https://openalex.org/W3009888228","https://openalex.org/W3176015249","https://openalex.org/W4327860734","https://openalex.org/W4372082160","https://openalex.org/W6637373629","https://openalex.org/W6737560467"],"related_works":["https://openalex.org/W2133973503","https://openalex.org/W2471060339","https://openalex.org/W2148547327","https://openalex.org/W4226236273","https://openalex.org/W2125892956","https://openalex.org/W2790560349","https://openalex.org/W2130975749","https://openalex.org/W2493973380","https://openalex.org/W2394835211","https://openalex.org/W2809084995"],"abstract_inverted_index":{"Gait":[0,57,61],"analysis":[1],"has":[2],"become":[3],"a":[4,73,80],"promising":[5],"biometric":[6],"method":[7],"for":[8,110],"identifying":[9],"people,":[10],"having":[11],"special":[12],"benefits":[13],"including":[14],"non-intrusiveness":[15],"and":[16,28,44,63,106],"potential":[17],"long-range":[18],"identification.":[19],"The":[20,94],"proposed":[21],"methodology":[22],"involves":[23],"2":[24],"different":[25],"approaches:":[26],"Temporal":[27],"Spatial.":[29],"In":[30,47],"the":[31,41,48,86,98,108],"temporal":[32],"approach,":[33,50],"we":[34,51,70],"use":[35,52],"sequential":[36],"machine":[37],"learning":[38],"models":[39],"on":[40,56,89],"width,":[42],"mass":[43],"width/mass":[45],"vectors.":[46],"spatial":[49],"convolutional":[53],"neural":[54],"networks":[55],"Energy":[58],"Image,":[59],"Skeleton":[60],"Signature":[62],"Dynamic":[64],"Image.":[65],"To":[66],"validate":[67],"our":[68],"method,":[69],"have":[71],"used":[72],"standard":[74],"gait":[75],"dataset,":[76],"CASIA-A.":[77,93],"We":[78],"achieve":[79],"best":[81],"accuracy":[82],"of":[83,92],"100%":[84],"using":[85],"width":[87],"vector":[88],"0-degree":[90],"view":[91],"results":[95],"add":[96],"to":[97],"literature":[99],"in":[100,113],"biometrics":[101],"by":[102],"offering":[103],"insightful":[104],"information":[105],"laying":[107],"groundwork":[109],"future":[111],"developments":[112],"gait-based":[114],"identification":[115],"systems.":[116]},"counts_by_year":[],"updated_date":"2026-04-16T08:26:57.006410","created_date":"2025-10-10T00:00:00"}
