{"id":"https://openalex.org/W4387968282","doi":"https://doi.org/10.1145/3581783.3612416","title":"Semantic-aware Consistency Network for Cloth-changing Person Re-Identification","display_name":"Semantic-aware Consistency Network for Cloth-changing Person Re-Identification","publication_year":2023,"publication_date":"2023-10-26","ids":{"openalex":"https://openalex.org/W4387968282","doi":"https://doi.org/10.1145/3581783.3612416"},"language":"en","primary_location":{"id":"doi:10.1145/3581783.3612416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","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/A5085600464","display_name":"Peini Guo","orcid":"https://orcid.org/0000-0002-6654-1550"},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Peini Guo","raw_affiliation_strings":["Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100410326","display_name":"Hong Liu","orcid":"https://orcid.org/0000-0002-7498-6541"},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hong Liu","raw_affiliation_strings":["Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081458400","display_name":"Jianbing Wu","orcid":"https://orcid.org/0000-0002-1734-3726"},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianbing Wu","raw_affiliation_strings":["Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101750094","display_name":"Guoquan Wang","orcid":"https://orcid.org/0009-0001-2401-7435"},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Guoquan Wang","raw_affiliation_strings":["Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100669345","display_name":"Tao Wang","orcid":"https://orcid.org/0000-0001-9002-2630"},"institutions":[{"id":"https://openalex.org/I4210128628","display_name":"Peking University Shenzhen Hospital","ror":"https://ror.org/03kkjyb15","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210128628"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tao Wang","raw_affiliation_strings":["Peking University, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"Peking University, Shenzhen, China","institution_ids":["https://openalex.org/I4210128628"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5085600464"],"corresponding_institution_ids":["https://openalex.org/I4210128628"],"apc_list":null,"apc_paid":null,"fwci":3.4625,"has_fulltext":false,"cited_by_count":29,"citation_normalized_percentile":{"value":0.94309877,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":90,"max":100},"biblio":{"volume":null,"issue":null,"first_page":"8730","last_page":"8739"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9944000244140625,"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":0.9943000078201294,"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/computer-science","display_name":"Computer science","score":0.8151752948760986},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.7195534110069275},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.6422957181930542},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5644375085830688},{"id":"https://openalex.org/keywords/identity","display_name":"Identity (music)","score":0.5430126190185547},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5389230251312256},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.5345401167869568},{"id":"https://openalex.org/keywords/segmentation","display_name":"Segmentation","score":0.4896238446235657},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47671785950660706},{"id":"https://openalex.org/keywords/code","display_name":"Code (set theory)","score":0.46554574370384216},{"id":"https://openalex.org/keywords/constraint","display_name":"Constraint (computer-aided design)","score":0.4508207142353058},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44347450137138367},{"id":"https://openalex.org/keywords/semantic-matching","display_name":"Semantic matching","score":0.44254592061042786},{"id":"https://openalex.org/keywords/inference","display_name":"Inference","score":0.4345177710056305},{"id":"https://openalex.org/keywords/matching","display_name":"Matching (statistics)","score":0.4169248640537262},{"id":"https://openalex.org/keywords/forcing","display_name":"Forcing (mathematics)","score":0.41357266902923584},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.35070517659187317},{"id":"https://openalex.org/keywords/programming-language","display_name":"Programming language","score":0.08645692467689514}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8151752948760986},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.7195534110069275},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6422957181930542},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5644375085830688},{"id":"https://openalex.org/C2778355321","wikidata":"https://www.wikidata.org/wiki/Q17079427","display_name":"Identity (music)","level":2,"score":0.5430126190185547},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5389230251312256},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.5345401167869568},{"id":"https://openalex.org/C89600930","wikidata":"https://www.wikidata.org/wiki/Q1423946","display_name":"Segmentation","level":2,"score":0.4896238446235657},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47671785950660706},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.46554574370384216},{"id":"https://openalex.org/C2776036281","wikidata":"https://www.wikidata.org/wiki/Q48769818","display_name":"Constraint (computer-aided design)","level":2,"score":0.4508207142353058},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44347450137138367},{"id":"https://openalex.org/C2778493491","wikidata":"https://www.wikidata.org/wiki/Q7449072","display_name":"Semantic matching","level":3,"score":0.44254592061042786},{"id":"https://openalex.org/C2776214188","wikidata":"https://www.wikidata.org/wiki/Q408386","display_name":"Inference","level":2,"score":0.4345177710056305},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.4169248640537262},{"id":"https://openalex.org/C197115733","wikidata":"https://www.wikidata.org/wiki/Q1003136","display_name":"Forcing (mathematics)","level":2,"score":0.41357266902923584},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.35070517659187317},{"id":"https://openalex.org/C199360897","wikidata":"https://www.wikidata.org/wiki/Q9143","display_name":"Programming language","level":1,"score":0.08645692467689514},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","level":1,"score":0.0},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.0},{"id":"https://openalex.org/C177264268","wikidata":"https://www.wikidata.org/wiki/Q1514741","display_name":"Set (abstract data type)","level":2,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C24890656","wikidata":"https://www.wikidata.org/wiki/Q82811","display_name":"Acoustics","level":1,"score":0.0},{"id":"https://openalex.org/C49204034","wikidata":"https://www.wikidata.org/wiki/Q52139","display_name":"Climatology","level":1,"score":0.0},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.0},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C78519656","wikidata":"https://www.wikidata.org/wiki/Q101333","display_name":"Mechanical engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3581783.3612416","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3581783.3612416","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 31st ACM International Conference on Multimedia","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1121271761","display_name":null,"funder_award_id":"Program","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1914973149","display_name":null,"funder_award_id":"No.GXWD20201231165807007-20200807164903001","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G2087396116","display_name":null,"funder_award_id":"China","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2682340759","display_name":null,"funder_award_id":"62073004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2876969454","display_name":null,"funder_award_id":"GXWD20201231165807007","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G2981938667","display_name":null,"funder_award_id":"Shenzhen","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3317480652","display_name":null,"funder_award_id":"Science","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3757194791","display_name":null,"funder_award_id":"JCYJ20","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G384178317","display_name":null,"funder_award_id":"02008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4000321972","display_name":null,"funder_award_id":"No. 62073004","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4117658732","display_name":null,"funder_award_id":"JCYJ20200109140410340","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G5548261648","display_name":null,"funder_award_id":"GXWD20201231165807007-20200807164903001","funder_id":"https://openalex.org/F4320329791","funder_display_name":"Shenzhen Fundamental Research Program"},{"id":"https://openalex.org/G5939423041","display_name":null,"funder_award_id":"Technology","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5994120800","display_name":null,"funder_award_id":"Natural","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6163091765","display_name":null,"funder_award_id":"2020010","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8161904097","display_name":null,"funder_award_id":"202008","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8502651790","display_name":null,"funder_award_id":"No.62073004","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/F4320329791","display_name":"Shenzhen Fundamental Research Program","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":48,"referenced_works":["https://openalex.org/W1982925187","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2558333741","https://openalex.org/W2618530766","https://openalex.org/W2795758732","https://openalex.org/W2798590501","https://openalex.org/W2798775284","https://openalex.org/W2953684117","https://openalex.org/W2962926870","https://openalex.org/W2963047834","https://openalex.org/W2963438548","https://openalex.org/W2963842104","https://openalex.org/W2964186374","https://openalex.org/W2967515867","https://openalex.org/W2978794003","https://openalex.org/W2980073905","https://openalex.org/W2980791334","https://openalex.org/W2981959899","https://openalex.org/W2984145721","https://openalex.org/W2990827756","https://openalex.org/W2994675267","https://openalex.org/W2997351135","https://openalex.org/W2998508940","https://openalex.org/W2998792609","https://openalex.org/W3034580371","https://openalex.org/W3035275216","https://openalex.org/W3080831620","https://openalex.org/W3100506510","https://openalex.org/W3115484111","https://openalex.org/W3115879670","https://openalex.org/W3125736290","https://openalex.org/W3175075852","https://openalex.org/W3186064588","https://openalex.org/W3189128863","https://openalex.org/W3189500528","https://openalex.org/W3202132355","https://openalex.org/W3213696333","https://openalex.org/W4214736485","https://openalex.org/W4283256966","https://openalex.org/W4287251614","https://openalex.org/W4304080853","https://openalex.org/W4310895557","https://openalex.org/W4312453698","https://openalex.org/W4312642090","https://openalex.org/W4319068770","https://openalex.org/W4386071639"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2119941839","https://openalex.org/W2022897160","https://openalex.org/W2387983088","https://openalex.org/W1510768092","https://openalex.org/W2611003898","https://openalex.org/W2230808081"],"abstract_inverted_index":{"Cloth-changing":[0],"Person":[1],"Re-Identification":[2],"(CC-ReID)":[3],"is":[4,109,209],"a":[5,60,105,130],"challenging":[6],"task":[7],"that":[8,196],"aims":[9],"to":[10,45,65,98,123,134,146,168],"retrieve":[11],"the":[12,35,47,78,85,91,101,118,136,144,155,170,175,179],"target":[13],"person":[14,187],"across":[15],"multiple":[16],"surveillance":[17],"cameras":[18],"when":[19],"clothing":[20,38,86,94],"changes":[21],"might":[22],"happen.":[23],"Despite":[24],"recent":[25],"progress":[26],"in":[27,84],"CC-ReID,":[28],"existing":[29],"approaches":[30],"are":[31],"still":[32],"hindered":[33],"by":[34,70,81,116],"interference":[36,92],"of":[37,138],"variations":[39],"since":[40],"they":[41],"lack":[42],"effective":[43,72],"constraints":[44],"keep":[46],"model":[48,145,159],"consistently":[49],"focused":[50],"on":[51,148,184],"clothing-irrelevant":[52],"regions.":[53,152],"To":[54],"address":[55],"this":[56],"issue,":[57],"we":[58,76],"present":[59],"Semantic-aware":[61],"Consistency":[62],"Network":[63],"(SCNet)":[64],"learn":[66],"identity-related":[67,140],"semantic":[68,131,141],"features":[69],"proposing":[71],"consistency":[73,132,156],"constraints.":[74],"Specifically,":[75],"generate":[77,169],"black-clothing":[79,171],"image":[80,172],"erasing":[82],"pixels":[83],"area,":[87],"which":[88,111],"explicitly":[89],"mitigates":[90],"from":[93],"variations.":[95],"In":[96],"addition,":[97],"fully":[99],"exploit":[100],"fine-grained":[102],"identity":[103],"information,":[104],"head-enhanced":[106],"attention":[107,114],"module":[108,167],"introduced,":[110],"learns":[112],"soft":[113],"maps":[115],"utilizing":[117],"proposed":[119,198],"part-based":[120],"matching":[121],"loss":[122,133],"highlight":[124],"head":[125,176],"information.":[126],"We":[127],"further":[128],"design":[129],"facilitate":[135],"learning":[137],"high-level":[139],"features,":[142],"forcing":[143],"focus":[147],"semantically":[149],"consistent":[150],"cloth-irrelevant":[151],"By":[153],"using":[154],"constraint,":[157],"our":[158,197],"does":[160],"not":[161],"require":[162],"any":[163],"extra":[164],"auxiliary":[165],"segmentation":[166],"or":[173],"locate":[174],"region":[177],"during":[178],"inference":[180],"stage.":[181],"Extensive":[182],"experiments":[183],"four":[185],"cloth-changing":[186],"Re-ID":[188],"datasets":[189],"(LTCC,":[190],"PRCC,":[191],"Vc-Clothes,":[192],"and":[193],"DeepChange)":[194],"demonstrate":[195],"SCNet":[199],"makes":[200],"significant":[201],"improvements":[202],"over":[203],"prior":[204],"state-of-the-art":[205],"approaches.":[206],"Our":[207],"code":[208],"available":[210],"at:":[211],"https://github.com/Gpn-star/SCNet.":[212]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":13},{"year":2024,"cited_by_count":13},{"year":2023,"cited_by_count":1}],"updated_date":"2026-04-10T15:06:20.359241","created_date":"2025-10-10T00:00:00"}