{"id":"https://openalex.org/W4404307231","doi":"https://doi.org/10.1109/tits.2024.3490582","title":"Clothes-Changing Person Re-Identification Using Color and Texture Invariant Representation","display_name":"Clothes-Changing Person Re-Identification Using Color and Texture Invariant Representation","publication_year":2024,"publication_date":"2024-11-13","ids":{"openalex":"https://openalex.org/W4404307231","doi":"https://doi.org/10.1109/tits.2024.3490582"},"language":"en","primary_location":{"id":"doi:10.1109/tits.2024.3490582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3490582","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation 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":"https://openalex.org/A5014346076","display_name":"Huiyan Wang","orcid":"https://orcid.org/0000-0002-7942-605X"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huiyan Wang","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7942-605X","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ming Ying","orcid":"https://orcid.org/0000-0003-4662-9130"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ming Ying","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-4662-9130","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Huan Jiang","orcid":"https://orcid.org/0000-0003-1514-0068"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huan Jiang","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-1514-0068","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiufang Shen","orcid":"https://orcid.org/0000-0002-7007-4721"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiufang Shen","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-7007-4721","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5026991441","display_name":"Fashuai Li","orcid":"https://orcid.org/0000-0001-9443-777X"},"institutions":[{"id":"https://openalex.org/I55712492","display_name":"Zhejiang University of Technology","ror":"https://ror.org/02djqfd08","country_code":"CN","type":"education","lineage":["https://openalex.org/I55712492"]},{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fashuai Li","raw_affiliation_strings":["State Key Lab of CAD&CG, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","State Key Lab of CAD and CG, College of Computer Science and Technology, Zhejiang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9443-777X","affiliations":[{"raw_affiliation_string":"State Key Lab of CAD&CG, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I55712492"]},{"raw_affiliation_string":"State Key Lab of CAD and CG, College of Computer Science and Technology, Zhejiang University, Hangzhou, China","institution_ids":["https://openalex.org/I76130692"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xiaolan Li","orcid":"https://orcid.org/0000-0002-5093-0930"},"institutions":[{"id":"https://openalex.org/I75059550","display_name":"Zhejiang Gongshang University","ror":"https://ror.org/0569mkk41","country_code":"CN","type":"education","lineage":["https://openalex.org/I75059550"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaolan Li","raw_affiliation_strings":["School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5093-0930","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Zhejiang Gongshang University, Hangzhou, China","institution_ids":["https://openalex.org/I75059550"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":3,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.6131,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.69084581,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":91,"max":98},"biblio":{"volume":"26","issue":"1","first_page":"323","last_page":"336"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9908000230789185,"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"}},"topics":[{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9908000230789185,"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/T11448","display_name":"Face recognition and analysis","score":0.9886999726295471,"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":0.9718999862670898,"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/artificial-intelligence","display_name":"Artificial intelligence","score":0.6928242444992065},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.6067011952400208},{"id":"https://openalex.org/keywords/invariant","display_name":"Invariant (physics)","score":0.6004162430763245},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.5184561610221863},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.4892699420452118},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.4496501088142395},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4460488259792328},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.4209508001804352},{"id":"https://openalex.org/keywords/texture","display_name":"Texture (cosmology)","score":0.41224104166030884},{"id":"https://openalex.org/keywords/computer-graphics","display_name":"Computer graphics (images)","score":0.35215893387794495},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.29663771390914917},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.14756354689598083},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.07697555422782898},{"id":"https://openalex.org/keywords/botany","display_name":"Botany","score":0.07657963037490845},{"id":"https://openalex.org/keywords/political-science","display_name":"Political science","score":0.07634377479553223}],"concepts":[{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6928242444992065},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.6067011952400208},{"id":"https://openalex.org/C190470478","wikidata":"https://www.wikidata.org/wiki/Q2370229","display_name":"Invariant (physics)","level":2,"score":0.6004162430763245},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.5184561610221863},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.4892699420452118},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.4496501088142395},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4460488259792328},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.4209508001804352},{"id":"https://openalex.org/C2781195486","wikidata":"https://www.wikidata.org/wiki/Q289436","display_name":"Texture (cosmology)","level":3,"score":0.41224104166030884},{"id":"https://openalex.org/C121684516","wikidata":"https://www.wikidata.org/wiki/Q7600677","display_name":"Computer graphics (images)","level":1,"score":0.35215893387794495},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.29663771390914917},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.14756354689598083},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.07697555422782898},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.07657963037490845},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.07634377479553223},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C37914503","wikidata":"https://www.wikidata.org/wiki/Q156495","display_name":"Mathematical physics","level":1,"score":0.0},{"id":"https://openalex.org/C94625758","wikidata":"https://www.wikidata.org/wiki/Q7163","display_name":"Politics","level":2,"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/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tits.2024.3490582","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tits.2024.3490582","pdf_url":null,"source":{"id":"https://openalex.org/S144771191","display_name":"IEEE Transactions on Intelligent Transportation Systems","issn_l":"1524-9050","issn":["1524-9050","1558-0016"],"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 Intelligent Transportation Systems","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1038775883","display_name":null,"funder_award_id":"2024C03172","funder_id":"https://openalex.org/F4320327780","funder_display_name":"Key Research and Development Program of Jiangxi Province"},{"id":"https://openalex.org/G2384062499","display_name":null,"funder_award_id":"2018YFC0824406","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"}],"funders":[{"id":"https://openalex.org/F4320327780","display_name":"Key Research and Development Program of Jiangxi Province","ror":null},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W46454230","https://openalex.org/W166429404","https://openalex.org/W1594368566","https://openalex.org/W1677182931","https://openalex.org/W1903029394","https://openalex.org/W1949591461","https://openalex.org/W2037227137","https://openalex.org/W2204750386","https://openalex.org/W2220271458","https://openalex.org/W2511791013","https://openalex.org/W2585635281","https://openalex.org/W2598634450","https://openalex.org/W2604463754","https://openalex.org/W2606377603","https://openalex.org/W2787091153","https://openalex.org/W2795758732","https://openalex.org/W2959022568","https://openalex.org/W2960065339","https://openalex.org/W2962926870","https://openalex.org/W2963047834","https://openalex.org/W2963049565","https://openalex.org/W2963736028","https://openalex.org/W2963842104","https://openalex.org/W2964186374","https://openalex.org/W2967515867","https://openalex.org/W2971612271","https://openalex.org/W2978794003","https://openalex.org/W2984040540","https://openalex.org/W2984145721","https://openalex.org/W2994675267","https://openalex.org/W2998493658","https://openalex.org/W2998508940","https://openalex.org/W2998792609","https://openalex.org/W3034249268","https://openalex.org/W3034457627","https://openalex.org/W3035252826","https://openalex.org/W3035275216","https://openalex.org/W3035486808","https://openalex.org/W3037140251","https://openalex.org/W3097847006","https://openalex.org/W3107901913","https://openalex.org/W3108107135","https://openalex.org/W3119699484","https://openalex.org/W3120139554","https://openalex.org/W3128498158","https://openalex.org/W3143016713","https://openalex.org/W3157160323","https://openalex.org/W3163178000","https://openalex.org/W3174141591","https://openalex.org/W3175075852","https://openalex.org/W3177699492","https://openalex.org/W3186064588","https://openalex.org/W3189128863","https://openalex.org/W3196312725","https://openalex.org/W3202132355","https://openalex.org/W4213052499","https://openalex.org/W4214736485","https://openalex.org/W4293518552","https://openalex.org/W4312453698","https://openalex.org/W4319068770","https://openalex.org/W4377235190","https://openalex.org/W4385245566","https://openalex.org/W4386071639","https://openalex.org/W6754663736","https://openalex.org/W6778555511","https://openalex.org/W6794524072","https://openalex.org/W6799708740"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2064629212","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217","https://openalex.org/W791876968","https://openalex.org/W2768638338"],"abstract_inverted_index":{"This":[0,42,171],"paper":[1],"tackles":[2],"the":[3,11,33,49,113,155,184],"challenge":[4],"of":[5,14,115,186,216],"Clothes-Changing":[6],"person":[7,22],"Re-Identification":[8],"(CC-ReID)":[9],"through":[10],"dual":[12],"lenses":[13],"model":[15,156],"development":[16],"and":[17,58,83,89,148,177,198,219],"dataset":[18],"creation.":[19],"Unlike":[20],"conventional":[21],"ReID,":[23],"which":[24,126],"presumes":[25],"that":[26,60,78,97,142,204],"individuals":[27],"maintain":[28],"consistent":[29],"clothing,":[30,163],"CC-ReID":[31,104,122,175,189,213],"acknowledges":[32],"frequent":[34],"changes":[35,62],"in":[36,39,52,63,214],"attire":[37],"encountered":[38],"real-world":[40],"scenarios.":[41],"task":[43],"is":[44,93],"particularly":[45],"difficult":[46],"due":[47],"to":[48,75,81,157,162],"substantial":[50],"variations":[51],"visual":[53],"cues":[54],"such":[55],"as":[56],"colors":[57],"textures":[59],"accompany":[61],"clothing.":[64],"We":[65],"propose":[66],"a":[67,94,120,130,134],"Multi-modal":[68],"Assisted":[69],"feature":[70],"Learning":[71],"Framework":[72],"(MAL-F)":[73],"designed":[74],"learn":[76],"representations":[77],"are":[79],"invariant":[80],"color":[82],"texture":[84],"by":[85],"utilizing":[86],"RGB,":[87],"grayscale,":[88],"contour":[90],"images.":[91],"MAL-F":[92],"versatile":[95],"framework":[96],"can":[98],"be":[99],"seamlessly":[100],"integrated":[101],"with":[102,129,167],"existing":[103,209],"models,":[105],"significantly":[106],"enhancing":[107,164],"their":[108],"accuracy.":[109],"To":[110],"further":[111],"reduce":[112],"impact":[114],"clothing":[116,145],"variations,":[117],"we":[118,191],"introduce":[119],"novel":[121],"backbone":[123],"named":[124],"ResTNet,":[125],"combines":[127],"ResNet":[128],"Transformer.":[131],"ResTNet":[132],"features":[133,166],"Non-Clothing":[135],"Salient":[136],"Region":[137],"(NC-SR)":[138],"reinforcement":[139],"transformer":[140],"module":[141],"employs":[143],"random":[144],"block":[146],"drop":[147],"spatial":[149],"activation":[150],"mapping.":[151],"These":[152],"methods":[153,211],"direct":[154],"emphasize":[158],"key":[159],"regions":[160],"unrelated":[161],"these":[165],"minimal":[168],"computational":[169],"overhead.":[170],"strategy":[172],"substantially":[173],"enhances":[174],"performance":[176],"supports":[178],"real-time":[179],"video":[180],"processing.":[181],"Furthermore,":[182],"recognizing":[183],"limitations":[185],"current":[187],"small-scale":[188],"datasets,":[190],"have":[192],"developed":[193],"two":[194],"larger":[195],"datasets:":[196],"FBCC":[197],"Market1501-CC.":[199],"Extensive":[200],"experimental":[201],"results":[202],"demonstrate":[203],"our":[205],"proposed":[206],"methodology":[207],"surpasses":[208],"state-of-the-art":[210],"for":[212],"terms":[215],"accuracy,":[217],"robustness,":[218],"efficiency.":[220]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}