{"id":"https://openalex.org/W4412939524","doi":"https://doi.org/10.1109/tcsvt.2025.3595620","title":"Domain Consistency Representation Learning for Lifelong Person Re-Identification","display_name":"Domain Consistency Representation Learning for Lifelong Person Re-Identification","publication_year":2025,"publication_date":"2025-08-04","ids":{"openalex":"https://openalex.org/W4412939524","doi":"https://doi.org/10.1109/tcsvt.2025.3595620"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3595620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3595620","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/A5010861434","display_name":"Shiben Liu","orcid":"https://orcid.org/0000-0001-9376-2562"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shiben Liu","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0001-9376-2562","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5001938430","display_name":"Huijie Fan","orcid":"https://orcid.org/0000-0002-8548-861X"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Huijie Fan","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0002-8548-861X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Qiang Wang","orcid":"https://orcid.org/0009-0003-5911-4790"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qiang Wang","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China"],"raw_orcid":"https://orcid.org/0009-0003-5911-4790","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072203497","display_name":"Weihong Ren","orcid":"https://orcid.org/0000-0003-3839-0078"},"institutions":[{"id":"https://openalex.org/I204983213","display_name":"Harbin Institute of Technology","ror":"https://ror.org/01yqg2h08","country_code":"CN","type":"education","lineage":["https://openalex.org/I204983213"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Weihong Ren","raw_affiliation_strings":["Harbin Institute of Technology, Shenzhen, China"],"raw_orcid":"https://orcid.org/0000-0003-3839-0078","affiliations":[{"raw_affiliation_string":"Harbin Institute of Technology, Shenzhen, China","institution_ids":["https://openalex.org/I204983213"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091319287","display_name":"Yandong Tang","orcid":"https://orcid.org/0000-0003-3805-7654"},"institutions":[{"id":"https://openalex.org/I142078773","display_name":"Shenyang Institute of Automation","ror":"https://ror.org/00ft6nj33","country_code":"CN","type":"facility","lineage":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yandong Tang","raw_affiliation_strings":["State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China"],"raw_orcid":"https://orcid.org/0000-0003-3805-7654","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Robotics, Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Shenyang Institute of Automation, State Key Laboratory of Robotics, Chinese Academy of Sciences, Shenyang, China","institution_ids":["https://openalex.org/I142078773","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5006477225","display_name":"Yang Cong","orcid":"https://orcid.org/0000-0002-5102-0189"},"institutions":[{"id":"https://openalex.org/I90610280","display_name":"South China University of Technology","ror":"https://ror.org/0530pts50","country_code":"CN","type":"education","lineage":["https://openalex.org/I90610280"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yang Cong","raw_affiliation_strings":["College of Automation Science and Engineering, South China University of Technology, Guangzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5102-0189","affiliations":[{"raw_affiliation_string":"College of Automation Science and Engineering, South China University of Technology, Guangzhou, China","institution_ids":["https://openalex.org/I90610280"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":6.0073,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.9607104,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":"36","issue":"1","first_page":"51","last_page":"62"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T12462","display_name":"Elder Abuse and Neglect","score":0.7267000079154968,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T12462","display_name":"Elder Abuse and Neglect","score":0.7267000079154968,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T11977","display_name":"Technology Use by Older Adults","score":0.6675999760627747,"subfield":{"id":"https://openalex.org/subfields/3317","display_name":"Demography"},"field":{"id":"https://openalex.org/fields/33","display_name":"Social Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13243","display_name":"Innovation in Digital Healthcare Systems","score":0.6243000030517578,"subfield":{"id":"https://openalex.org/subfields/3605","display_name":"Health Information Management"},"field":{"id":"https://openalex.org/fields/36","display_name":"Health Professions"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6196472644805908},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5856638550758362},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5127049684524536},{"id":"https://openalex.org/keywords/representation","display_name":"Representation (politics)","score":0.5057382583618164},{"id":"https://openalex.org/keywords/lifelong-learning","display_name":"Lifelong learning","score":0.48465877771377563},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.4638773202896118},{"id":"https://openalex.org/keywords/consistency","display_name":"Consistency (knowledge bases)","score":0.41132214665412903},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3665177822113037},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.34681540727615356},{"id":"https://openalex.org/keywords/theoretical-computer-science","display_name":"Theoretical computer science","score":0.34437263011932373},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.27114030718803406},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.13381364941596985}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6196472644805908},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5856638550758362},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5127049684524536},{"id":"https://openalex.org/C2776359362","wikidata":"https://www.wikidata.org/wiki/Q2145286","display_name":"Representation (politics)","level":3,"score":0.5057382583618164},{"id":"https://openalex.org/C108771440","wikidata":"https://www.wikidata.org/wiki/Q368475","display_name":"Lifelong learning","level":2,"score":0.48465877771377563},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.4638773202896118},{"id":"https://openalex.org/C2776436953","wikidata":"https://www.wikidata.org/wiki/Q5163215","display_name":"Consistency (knowledge bases)","level":2,"score":0.41132214665412903},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3665177822113037},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.34681540727615356},{"id":"https://openalex.org/C80444323","wikidata":"https://www.wikidata.org/wiki/Q2878974","display_name":"Theoretical computer science","level":1,"score":0.34437263011932373},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.27114030718803406},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.13381364941596985},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C19417346","wikidata":"https://www.wikidata.org/wiki/Q7922","display_name":"Pedagogy","level":1,"score":0.0},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","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/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","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},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2025.3595620","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3595620","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":[{"display_name":"Gender equality","id":"https://metadata.un.org/sdg/5","score":0.4399999976158142}],"awards":[{"id":"https://openalex.org/G1587494409","display_name":null,"funder_award_id":"U24A201397","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3595393119","display_name":null,"funder_award_id":"2024JH2/102400022","funder_id":"https://openalex.org/F4320336742","funder_display_name":"Key Research and Development Program of Liaoning Province"},{"id":"https://openalex.org/G4756325132","display_name":null,"funder_award_id":"XLYC2403128","funder_id":"https://openalex.org/F4320329895","funder_display_name":"Liaoning Revitalization Talents Program"},{"id":"https://openalex.org/G944077816","display_name":null,"funder_award_id":"62273339","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/F4320329895","display_name":"Liaoning Revitalization Talents Program","ror":null},{"id":"https://openalex.org/F4320336742","display_name":"Key Research and Development Program of Liaoning Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":50,"referenced_works":["https://openalex.org/W1518138188","https://openalex.org/W1596233070","https://openalex.org/W1821462560","https://openalex.org/W1979838576","https://openalex.org/W1982925187","https://openalex.org/W2047632871","https://openalex.org/W2204750386","https://openalex.org/W2511791013","https://openalex.org/W2963047834","https://openalex.org/W2963365374","https://openalex.org/W2964201641","https://openalex.org/W2981393440","https://openalex.org/W3173827247","https://openalex.org/W3174581090","https://openalex.org/W3180614977","https://openalex.org/W3198377975","https://openalex.org/W3200445214","https://openalex.org/W4283804551","https://openalex.org/W4283816693","https://openalex.org/W4304091756","https://openalex.org/W4304098609","https://openalex.org/W4312310776","https://openalex.org/W4364856163","https://openalex.org/W4379034050","https://openalex.org/W4380303606","https://openalex.org/W4382240158","https://openalex.org/W4382460786","https://openalex.org/W4385245566","https://openalex.org/W4385310204","https://openalex.org/W4386076680","https://openalex.org/W4386280813","https://openalex.org/W4388145471","https://openalex.org/W4388485862","https://openalex.org/W4389459362","https://openalex.org/W4389934400","https://openalex.org/W4390874394","https://openalex.org/W4392309199","https://openalex.org/W4393147319","https://openalex.org/W4393154025","https://openalex.org/W4393972751","https://openalex.org/W4396782852","https://openalex.org/W4398151531","https://openalex.org/W4399360930","https://openalex.org/W4399418396","https://openalex.org/W4402702936","https://openalex.org/W4402727393","https://openalex.org/W4402753981","https://openalex.org/W4402754290","https://openalex.org/W4402774432","https://openalex.org/W4411472288"],"related_works":["https://openalex.org/W2364105709","https://openalex.org/W2384383462","https://openalex.org/W2380954666","https://openalex.org/W422428167","https://openalex.org/W1981922029","https://openalex.org/W2037025106","https://openalex.org/W2499777278","https://openalex.org/W2391851613","https://openalex.org/W1485190762","https://openalex.org/W4372778609"],"abstract_inverted_index":{"Lifelong":[0],"person":[1],"re-identification":[2],"(LReID)":[3],"exhibits":[4],"a":[5,36,47,81,96,152],"contradictory":[6],"relationship":[7,113],"between":[8,38,114],"intra-domain":[9,40,73,100,107,127],"discrimination":[10,20,41,101,121,128],"and":[11,42,92,102,116,150],"inter-domain":[12,30,44,60,103,148],"gaps":[13,31,45,61],"when":[14],"learning":[15,86,126],"from":[16],"continuous":[17],"data.":[18],"Intra-domain":[19],"focuses":[21],"on":[22],"individual":[23],"nuances":[24],"(i.e.,":[25],"clothing":[26],"type,":[27],"accessories,etc.),":[28],"while":[29],"emphasize":[32],"domain":[33,67,83],"consistency.":[34,68],"Achieving":[35],"trade-off":[37],"maximizing":[39],"minimizing":[43],"is":[46,177],"crucial":[48],"challenge":[49],"for":[50],"improving":[51],"LReID":[52,173],"performance.":[53],"Most":[54],"existing":[55],"methods":[56],"strive":[57],"to":[58,65,98,119,131,146,157,171],"reduce":[59],"through":[62],"knowledge":[63,153,159],"distillation":[64],"maintain":[66],"However,":[69],"they":[70],"often":[71],"ignore":[72],"discrimination.":[74],"To":[75],"address":[76],"this":[77],"challenge,":[78],"we":[79,109],"propose":[80,151],"novel":[82],"consistency":[84],"representation":[85],"(DCR)":[87],"model":[88],"that":[89,142,164],"explores":[90,143],"global":[91,115],"attribute-wise":[93,117,144],"representations":[94,118,145],"as":[95],"bridge":[97],"balance":[99],"gaps.":[104],"At":[105],"the":[106,111],"level,":[108],"explore":[110],"complementary":[112],"improve":[120],"among":[122],"similar":[123],"identities.":[124],"Excessive":[125],"can":[129],"lead":[130],"catastrophic":[132],"forgetting.":[133],"We":[134],"further":[135],"develop":[136],"an":[137],"attribute-oriented":[138],"anti-forgetting":[139],"(AF)":[140],"strategy":[141,156],"enhance":[147],"consistency,":[149],"consolidation":[154],"(KC)":[155],"facilitate":[158],"transfer.":[160],"Extensive":[161],"experiments":[162],"show":[163],"our":[165],"DCR":[166],"achieves":[167],"superior":[168],"performance":[169],"compared":[170],"state-of-the-art":[172],"methods.":[174],"Our":[175],"code":[176],"available":[178],"at":[179],"https://github.com/LiuShiBen/DCR.":[180]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}
