{"id":"https://openalex.org/W4312528117","doi":"https://doi.org/10.1109/tcsvt.2022.3232608","title":"Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification","display_name":"Plausible Proxy Mining With Credibility for Unsupervised Person Re-Identification","publication_year":2022,"publication_date":"2022-12-27","ids":{"openalex":"https://openalex.org/W4312528117","doi":"https://doi.org/10.1109/tcsvt.2022.3232608"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2022.3232608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3232608","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","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/A5037492562","display_name":"Dingyuan Zheng","orcid":"https://orcid.org/0000-0002-4474-3186"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Dingyuan Zheng","raw_affiliation_strings":["School of Microelectronics, Northwestern Polytechnical University, Xi&#x2019;an, China","University of Liverpool, Liverpool, U.K"],"raw_orcid":"https://orcid.org/0000-0002-4474-3186","affiliations":[{"raw_affiliation_string":"School of Microelectronics, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011918180","display_name":"Jimin Xiao","orcid":"https://orcid.org/0000-0002-9416-2486"},"institutions":[{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jimin Xiao","raw_affiliation_strings":["School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-9416-2486","affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5017171970","display_name":"Mingjie Sun","orcid":"https://orcid.org/0000-0002-3697-7927"},"institutions":[{"id":"https://openalex.org/I146655781","display_name":"University of Liverpool","ror":"https://ror.org/04xs57h96","country_code":"GB","type":"education","lineage":["https://openalex.org/I146655781"]},{"id":"https://openalex.org/I69356397","display_name":"Xi\u2019an Jiaotong-Liverpool University","ror":"https://ror.org/03zmrmn05","country_code":"CN","type":"education","lineage":["https://openalex.org/I69356397"]}],"countries":["CN","GB"],"is_corresponding":false,"raw_author_name":"Mingjie Sun","raw_affiliation_strings":["School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China","Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Advanced Technology, Xi&#x2019;an Jiaotong-Liverpool University, Suzhou, China","institution_ids":["https://openalex.org/I69356397"]},{"raw_affiliation_string":"Department of Electrical Engineering and Electronics, University of Liverpool, Liverpool, U.K","institution_ids":["https://openalex.org/I146655781"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5030238978","display_name":"Huihui Bai","orcid":"https://orcid.org/0000-0002-3879-8957"},"institutions":[{"id":"https://openalex.org/I21193070","display_name":"Beijing Jiaotong University","ror":"https://ror.org/01yj56c84","country_code":"CN","type":"education","lineage":["https://openalex.org/I21193070"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huihui Bai","raw_affiliation_strings":["Institute of Information Science, Beijing Jiaotong University, Beijing, China"],"raw_orcid":"https://orcid.org/0000-0002-3879-8957","affiliations":[{"raw_affiliation_string":"Institute of Information Science, Beijing Jiaotong University, Beijing, China","institution_ids":["https://openalex.org/I21193070"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5031957432","display_name":"Junhui Hou","orcid":"https://orcid.org/0000-0003-3431-2021"},"institutions":[{"id":"https://openalex.org/I168719708","display_name":"City University of Hong Kong","ror":"https://ror.org/03q8dnn23","country_code":"HK","type":"education","lineage":["https://openalex.org/I168719708"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Junhui Hou","raw_affiliation_strings":["Department of Computer Science, City University of Hong Kong, Hong Kong, China"],"raw_orcid":"https://orcid.org/0000-0003-3431-2021","affiliations":[{"raw_affiliation_string":"Department of Computer Science, City University of Hong Kong, Hong Kong, China","institution_ids":["https://openalex.org/I168719708"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":1.0153,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.77563927,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":94,"max":98},"biblio":{"volume":"33","issue":"7","first_page":"3308","last_page":"3318"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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":0.996999979019165,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9937000274658203,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/proxy","display_name":"Proxy (statistics)","score":0.7335672378540039},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6601083874702454},{"id":"https://openalex.org/keywords/cluster-analysis","display_name":"Cluster analysis","score":0.6430351138114929},{"id":"https://openalex.org/keywords/credibility","display_name":"Credibility","score":0.5662649869918823},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5377168655395508},{"id":"https://openalex.org/keywords/centroid","display_name":"Centroid","score":0.48315590620040894},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.45276111364364624},{"id":"https://openalex.org/keywords/ground-truth","display_name":"Ground truth","score":0.4244897961616516},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.40257561206817627},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.3129264712333679}],"concepts":[{"id":"https://openalex.org/C2780148112","wikidata":"https://www.wikidata.org/wiki/Q1432581","display_name":"Proxy (statistics)","level":2,"score":0.7335672378540039},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6601083874702454},{"id":"https://openalex.org/C73555534","wikidata":"https://www.wikidata.org/wiki/Q622825","display_name":"Cluster analysis","level":2,"score":0.6430351138114929},{"id":"https://openalex.org/C2780224610","wikidata":"https://www.wikidata.org/wiki/Q1530061","display_name":"Credibility","level":2,"score":0.5662649869918823},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5377168655395508},{"id":"https://openalex.org/C146599234","wikidata":"https://www.wikidata.org/wiki/Q511093","display_name":"Centroid","level":2,"score":0.48315590620040894},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.45276111364364624},{"id":"https://openalex.org/C146849305","wikidata":"https://www.wikidata.org/wiki/Q370766","display_name":"Ground truth","level":2,"score":0.4244897961616516},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.40257561206817627},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.3129264712333679},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2022.3232608","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2022.3232608","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"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 Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education","score":0.5899999737739563}],"awards":[{"id":"https://openalex.org/G1794522962","display_name":"\u57fa\u4e8e\u6df1\u5ea6\u5b66\u4e60\u7684\u4ea4\u4e92\u5f0f\u591a\u89c6\u70b9\u89c6\u9891\u6280\u672f\u7814\u7a76","funder_award_id":"61972323","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2427030595","display_name":null,"funder_award_id":"62002172","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G8012633139","display_name":null,"funder_award_id":"2022YFE0200300","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program 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/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2138621090","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2584637367","https://openalex.org/W2585635281","https://openalex.org/W2963000559","https://openalex.org/W2963047834","https://openalex.org/W2963383990","https://openalex.org/W3008706867","https://openalex.org/W3034607353","https://openalex.org/W3034903425","https://openalex.org/W3035402405","https://openalex.org/W3035524453","https://openalex.org/W3045524274","https://openalex.org/W3095467524","https://openalex.org/W3106572427","https://openalex.org/W3106772544","https://openalex.org/W3108381568","https://openalex.org/W3110389231","https://openalex.org/W3170615377","https://openalex.org/W3174505228","https://openalex.org/W3174940004","https://openalex.org/W3176033671","https://openalex.org/W3177342236","https://openalex.org/W3182732235","https://openalex.org/W3189015616","https://openalex.org/W3189423081","https://openalex.org/W3201928165","https://openalex.org/W3203755984","https://openalex.org/W3204330270","https://openalex.org/W3205336556","https://openalex.org/W3206276003","https://openalex.org/W3210967702","https://openalex.org/W4214507204","https://openalex.org/W4226265242","https://openalex.org/W4288062118","https://openalex.org/W4288070450","https://openalex.org/W4312666664","https://openalex.org/W4313013512","https://openalex.org/W6637131181","https://openalex.org/W6688325169","https://openalex.org/W6752477645","https://openalex.org/W6771395016","https://openalex.org/W6779510507"],"related_works":["https://openalex.org/W2388687352","https://openalex.org/W2370187191","https://openalex.org/W1990162851","https://openalex.org/W2369854048","https://openalex.org/W2374291020","https://openalex.org/W2355907197","https://openalex.org/W3171042291","https://openalex.org/W2390961115","https://openalex.org/W2388138913","https://openalex.org/W2385288613"],"abstract_inverted_index":{"One":[0],"effective":[1,178],"way":[2],"to":[3,9,32,53,180,200],"address":[4,181],"unsupervised":[5],"person":[6,35,44,133,228],"re-identification":[7],"is":[8,50,99],"use":[10],"a":[11,132,175,185,215],"clustering-based":[12],"contrastive":[13],"learning":[14],"approach.":[15,237],"Existing":[16],"state-of-the-art":[17],"methods":[18],"adopt":[19],"clustering":[20],"algorithms":[21],"(":[22],"<italic":[23],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[24,244],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">e.g.</i>":[25],",":[26],"DBSCAN)":[27],"and":[28,71,107,158,169],"camera":[29],"ID":[30],"information":[31],"divide":[33],"all":[34],"images":[36],"into":[37],"several":[38],"camera-aware":[39],"proxies.":[40,195],"Then,":[41],"for":[42,131],"each":[43,210],"image,":[45,134,187],"the":[46,54,64,75,85,93,96,103,110,115,127,139,151,161,207,232],"extracted":[47],"feature":[48,112],"representation":[49],"pulled":[51],"closer":[52],"centroids":[55,76],"of":[56,77,95,209,234],"its":[57,136,145,193],"pseudo-positive":[58],"proxies":[59,61,80,82,141],"(the":[60,81,148],"that":[62,83,117],"share":[63,84],"same":[65,152],"pseudo-identity":[66,87],"label":[67,88],"with":[68,89,150,155],"this":[69,90,156,182],"image)":[70],"pushed":[72],"away":[73],"from":[74],"other":[78],"pseudo-negative":[79,140],"different":[86],"image).":[91],"However,":[92],"quality":[94],"proxy":[97,104,128,213],"centroid":[98,208],"significantly":[100],"affected":[101],"by":[102,124],"impurity":[105,129],"issue":[106],"thus":[108],"deteriorates":[109],"learned":[111],"representations.":[113],"On":[114],"premise":[116],"we":[118,197,204],"cannot":[119],"introduce":[120,198],"superior":[121],"supervision":[122,164,217],"signals":[123,165],"thoroughly":[125],"solving":[126],"issue,":[130],"identifying":[135],"plausible":[137,194,212],"proxies:":[138],"which":[142],"potentially":[143],"include":[144],"wrongly-clustered":[146],"instances":[147,149],"ground-truth":[153],"identity":[154],"image),":[157],"further":[159],"fixing":[160],"resulted":[162],"incorrect":[163],"become":[166],"an":[167],"urgent":[168],"challenging":[170],"problem.":[171,183],"This":[172],"paper":[173],"proposes":[174],"simple":[176],"yet":[177],"approach":[179],"With":[184],"given":[186],"our":[188,235],"method":[189],"can":[190],"effectively":[191],"locate":[192],"Then":[196],"credibility":[199],"measure":[201],"how":[202],"much":[203],"should":[205],"treat":[206],"mined":[211],"as":[214],"positive":[216],"signal":[218],"rather":[219],"than":[220],"entirely":[221],"negative.":[222],"Extensive":[223],"experiments":[224],"on":[225],"three":[226],"widely-used":[227],"re-ID":[229],"datasets":[230],"validate":[231],"effectiveness":[233],"proposed":[236],"Codes":[238],"will":[239],"be":[240],"available":[241],"at:":[242],"<uri":[243],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">https://github.com/Dingyuan-Zheng/PPCL</uri>":[245],".":[246]},"counts_by_year":[{"year":2025,"cited_by_count":5},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":2}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}
