{"id":"https://openalex.org/W2554120619","doi":"https://doi.org/10.1109/ijcnn.2016.7727787","title":"Sparse tensor discriminative locality alignment for gait recognition","display_name":"Sparse tensor discriminative locality alignment for gait recognition","publication_year":2016,"publication_date":"2016-07-01","ids":{"openalex":"https://openalex.org/W2554120619","doi":"https://doi.org/10.1109/ijcnn.2016.7727787","mag":"2554120619"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn.2016.7727787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5075330613","display_name":"Nengwen Zhao","orcid":null},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nengwen Zhao","raw_affiliation_strings":["State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024278302","display_name":"Lefei Zhang","orcid":"https://orcid.org/0000-0003-0542-2280"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Lefei Zhang","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong","Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5060042752","display_name":"Bo Du","orcid":"https://orcid.org/0000-0002-0059-8458"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Du","raw_affiliation_strings":["State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100673818","display_name":"Liangpei Zhang","orcid":"https://orcid.org/0000-0001-6890-3650"},"institutions":[{"id":"https://openalex.org/I14243506","display_name":"Hong Kong Polytechnic University","ror":"https://ror.org/0030zas98","country_code":"HK","type":"education","lineage":["https://openalex.org/I14243506"]},{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]},{"id":"https://openalex.org/I4210118728","display_name":"State Key Laboratory of Information Engineering in Surveying Mapping and Remote Sensing","ror":"https://ror.org/02bpap860","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210118728"]}],"countries":["CN","HK"],"is_corresponding":false,"raw_author_name":"Liangpei Zhang","raw_affiliation_strings":["Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong","Mapping and Remote Sensing, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Department of Computing, The Hong Kong Polytechnic University, Kowloon, Hong Kong","institution_ids":["https://openalex.org/I14243506"]},{"raw_affiliation_string":"Mapping and Remote Sensing, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747","https://openalex.org/I4210118728"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5074103823","display_name":"Dacheng Tao","orcid":"https://orcid.org/0000-0001-7225-5449"},"institutions":[{"id":"https://openalex.org/I114017466","display_name":"University of Technology Sydney","ror":"https://ror.org/03f0f6041","country_code":"AU","type":"education","lineage":["https://openalex.org/I114017466"]},{"id":"https://openalex.org/I4210096034","display_name":"Centre for Quantum Computation and Communication Technology","ror":"https://ror.org/00rnbty21","country_code":"AU","type":"facility","lineage":["https://openalex.org/I1337719021","https://openalex.org/I165143802","https://openalex.org/I2801453606","https://openalex.org/I4210096034","https://openalex.org/I4210132349"]}],"countries":["AU"],"is_corresponding":false,"raw_author_name":"Dacheng Tao","raw_affiliation_strings":["Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, NSW, Australia"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Centre for Quantum Computation & Intelligent Systems, University of Technology, Sydney, NSW, Australia","institution_ids":["https://openalex.org/I114017466","https://openalex.org/I4210096034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5045562050","display_name":"Jane You","orcid":"https://orcid.org/0000-0002-8181-4836"},"institutions":[{"id":"https://openalex.org/I37461747","display_name":"Wuhan University","ror":"https://ror.org/033vjfk17","country_code":"CN","type":"education","lineage":["https://openalex.org/I37461747"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jane You","raw_affiliation_strings":["State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Software Engineering, Wuhan University, Wuhan, China","institution_ids":["https://openalex.org/I37461747"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0978,"has_fulltext":false,"cited_by_count":5,"citation_normalized_percentile":{"value":0.75561447,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":97},"biblio":{"volume":"19","issue":null,"first_page":"4489","last_page":"4495"},"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9779999852180481,"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":0.963699996471405,"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/dimensionality-reduction","display_name":"Dimensionality reduction","score":0.7750251889228821},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7413468360900879},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.7340927124023438},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.7262001633644104},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6597543954849243},{"id":"https://openalex.org/keywords/locality","display_name":"Locality","score":0.648510217666626},{"id":"https://openalex.org/keywords/principal-component-analysis","display_name":"Principal component analysis","score":0.5712453126907349},{"id":"https://openalex.org/keywords/overfitting","display_name":"Overfitting","score":0.5253369808197021},{"id":"https://openalex.org/keywords/gait","display_name":"Gait","score":0.4779776930809021},{"id":"https://openalex.org/keywords/tensor","display_name":"Tensor (intrinsic definition)","score":0.4427870810031891},{"id":"https://openalex.org/keywords/nonlinear-dimensionality-reduction","display_name":"Nonlinear dimensionality reduction","score":0.4353695213794708},{"id":"https://openalex.org/keywords/subspace-topology","display_name":"Subspace topology","score":0.41166234016418457},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.24974074959754944},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.12309277057647705}],"concepts":[{"id":"https://openalex.org/C70518039","wikidata":"https://www.wikidata.org/wiki/Q16000077","display_name":"Dimensionality reduction","level":2,"score":0.7750251889228821},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7413468360900879},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.7340927124023438},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7262001633644104},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6597543954849243},{"id":"https://openalex.org/C2779808786","wikidata":"https://www.wikidata.org/wiki/Q6664603","display_name":"Locality","level":2,"score":0.648510217666626},{"id":"https://openalex.org/C27438332","wikidata":"https://www.wikidata.org/wiki/Q2873","display_name":"Principal component analysis","level":2,"score":0.5712453126907349},{"id":"https://openalex.org/C22019652","wikidata":"https://www.wikidata.org/wiki/Q331309","display_name":"Overfitting","level":3,"score":0.5253369808197021},{"id":"https://openalex.org/C151800584","wikidata":"https://www.wikidata.org/wiki/Q2370000","display_name":"Gait","level":2,"score":0.4779776930809021},{"id":"https://openalex.org/C155281189","wikidata":"https://www.wikidata.org/wiki/Q3518150","display_name":"Tensor (intrinsic definition)","level":2,"score":0.4427870810031891},{"id":"https://openalex.org/C151876577","wikidata":"https://www.wikidata.org/wiki/Q7049464","display_name":"Nonlinear dimensionality reduction","level":3,"score":0.4353695213794708},{"id":"https://openalex.org/C32834561","wikidata":"https://www.wikidata.org/wiki/Q660730","display_name":"Subspace topology","level":2,"score":0.41166234016418457},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.24974074959754944},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.12309277057647705},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C202444582","wikidata":"https://www.wikidata.org/wiki/Q837863","display_name":"Pure mathematics","level":1,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C42407357","wikidata":"https://www.wikidata.org/wiki/Q521","display_name":"Physiology","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.1109/ijcnn.2016.7727787","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn.2016.7727787","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2016 International Joint Conference on Neural Networks (IJCNN)","raw_type":"proceedings-article"},{"id":"pmh:oai:ira.lib.polyu.edu.hk:10397/66231","is_oa":false,"landing_page_url":"http://hdl.handle.net/10397/66231","pdf_url":null,"source":{"id":"https://openalex.org/S4306400205","display_name":"PolyU Institutional Research Archive (Hong Kong Polytechnic University)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I14243506","host_organization_name":"Hong Kong Polytechnic University","host_organization_lineage":["https://openalex.org/I14243506"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Paper"},{"id":"pmh:oai:opus.lib.uts.edu.au:10453/98444","is_oa":false,"landing_page_url":"http://hdl.handle.net/10453/98444","pdf_url":null,"source":{"id":"https://openalex.org/S4306401357","display_name":"UTS ePRESS (University of Technology Sydney)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I114017466","host_organization_name":"University of Technology Sydney","host_organization_lineage":["https://openalex.org/I114017466"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"","raw_type":"Conference Proceeding"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/10","score":0.7799999713897705,"display_name":"Reduced inequalities"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":32,"referenced_works":["https://openalex.org/W1502638562","https://openalex.org/W1532879485","https://openalex.org/W1635013592","https://openalex.org/W1977355761","https://openalex.org/W1985133440","https://openalex.org/W2004129591","https://openalex.org/W2005106632","https://openalex.org/W2028281835","https://openalex.org/W2064514722","https://openalex.org/W2065398867","https://openalex.org/W2072509929","https://openalex.org/W2078046692","https://openalex.org/W2087425408","https://openalex.org/W2091451699","https://openalex.org/W2095906131","https://openalex.org/W2103537693","https://openalex.org/W2105548357","https://openalex.org/W2112737239","https://openalex.org/W2113633485","https://openalex.org/W2118435112","https://openalex.org/W2125593342","https://openalex.org/W2130265848","https://openalex.org/W2131335073","https://openalex.org/W2132822263","https://openalex.org/W2138741920","https://openalex.org/W2141200867","https://openalex.org/W2152993203","https://openalex.org/W2154624311","https://openalex.org/W2169242504","https://openalex.org/W6673650248","https://openalex.org/W6674415343","https://openalex.org/W6679591791"],"related_works":["https://openalex.org/W3040691452","https://openalex.org/W3211783303","https://openalex.org/W2375574759","https://openalex.org/W2383239174","https://openalex.org/W3088634662","https://openalex.org/W3131016912","https://openalex.org/W117517268","https://openalex.org/W2120164251","https://openalex.org/W3162910294","https://openalex.org/W2539700568"],"abstract_inverted_index":{"Gait":[0,188],"recognition":[1,139,197],"is":[2,24,32,37,168,175],"a":[3,115,141],"rising":[4],"biometric":[5],"technology":[6],"which":[7,164],"aims":[8],"to":[9,39,46],"distinguish":[10],"people":[11],"purely":[12],"through":[13],"the":[14,17,22,26,29,49,68,84,104,107,134,145,156,165,171,181,192],"analysis":[15,76,97],"of":[16,28,51,106,144,159,183],"way":[18],"they":[19],"walk,":[20],"while":[21],"problem":[23],"that":[25,191],"dimensionality":[27,42,58,128,204],"gait":[30,65,124,138],"data":[31],"too":[33],"high,":[34],"so":[35],"it":[36],"necessary":[38],"carry":[40],"on":[41,155,180],"reduction":[43,59,129,205],"task.":[44],"Up":[45],"date,":[47],"in":[48],"area":[50],"computer":[52],"vision":[53],"and":[54,83,110,127,131,170],"pattern":[55],"recognition,":[56],"various":[57],"algorithms":[60],"have":[61],"been":[62],"employed":[63],"for":[64,122,137],"data,":[66],"including":[67],"conventional":[69],"vector":[70],"representation":[71,109,126],"based":[72,90,154],"methods":[73],"principal":[74,95],"components":[75],"(PCA)":[77],"and,":[78],"locality":[79,120,161],"preserving":[80],"projection":[81,153],"(LPP),":[82],"recently":[85],"proposed":[86,148,193],"multi-linear":[87],"subspace":[88],"learning":[89],"approaches":[91],"such":[92],"as":[93],"multilinear":[94],"component":[96],"(MPCA).":[98],"In":[99],"this":[100],"paper,":[101],"inspired":[102],"by":[103,140,163],"advantages":[105],"tensor":[108,118],"manifold":[111],"learning,":[112],"we":[113],"propose":[114],"novel":[116],"sparse":[117,151],"discriminative":[119,160],"alignment":[121],"human":[123],"feature":[125,136],"algorithm,":[130],"subsequently":[132],"apply":[133],"refined":[135],"lazy":[142],"classifier":[143],"KNN.":[146],"The":[147],"method":[149,194],"adopts":[150],"multi-way":[152],"high-order":[157],"version":[158],"alignment,":[162],"class":[166],"separability":[167],"enhanced":[169],"potential":[172],"model":[173],"overfitting":[174],"simultaneously":[176],"avoided.":[177],"Extensive":[178],"experiments":[179],"University":[182],"South":[184],"Florida":[185],"(USF)":[186],"HumanID":[187],"Database":[189],"show":[190],"achieves":[195],"better":[196],"rate":[198],"compared":[199],"with":[200],"some":[201],"existing":[202],"classical":[203],"algorithms.":[206]},"counts_by_year":[{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1},{"year":2017,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
