{"id":"https://openalex.org/W7101423930","doi":"https://doi.org/10.1109/tifs.2025.3625662","title":"Masked Text Adversarial Training for Cloth-Changing Person Re-Identification","display_name":"Masked Text Adversarial Training for Cloth-Changing Person Re-Identification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W7101423930","doi":"https://doi.org/10.1109/tifs.2025.3625662"},"language":null,"primary_location":{"id":"doi:10.1109/tifs.2025.3625662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3625662","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","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":null,"display_name":"Chengrui Hao","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengrui Hao","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Boyu Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Boyu Wang","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Chunlei Peng","orcid":"https://orcid.org/0000-0003-3448-2514"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunlei Peng","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0003-3448-2514","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Decheng Liu","orcid":"https://orcid.org/0000-0002-6550-212X"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Decheng Liu","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-6550-212X","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Nannan Wang","orcid":"https://orcid.org/0000-0002-4695-6134"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nannan Wang","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Telecommunications Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-4695-6134","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Telecommunications Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Ruimin Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ruimin Hu","raw_affiliation_strings":["School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Cyber Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]},{"author_position":"last","author":{"id":null,"display_name":"Xinbo Gao","orcid":"https://orcid.org/0000-0002-7985-0037"},"institutions":[{"id":"https://openalex.org/I149594827","display_name":"Xidian University","ror":"https://ror.org/05s92vm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I149594827"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbo Gao","raw_affiliation_strings":["State Key Laboratory of Integrated Services Networks, School of Electronic Engineering, Xidian University, Xi’an, Shaanxi, China"],"raw_orcid":"https://orcid.org/0000-0002-7985-0037","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Integrated Services Networks, School of Electronic Engineering, Xidian University, Xi’an, Shaanxi, China","institution_ids":["https://openalex.org/I149594827"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I149594827"],"apc_list":null,"apc_paid":null,"fwci":27.3544,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.99207133,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"20","issue":null,"first_page":"11516","last_page":"11527"},"is_retracted":false,"is_paratext":false,"is_xpac":true,"primary_topic":{"id":"https://openalex.org/T10362","display_name":"Biblical Studies and Interpretation","score":0.08839999884366989,"subfield":{"id":"https://openalex.org/subfields/1212","display_name":"Religious studies"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T10362","display_name":"Biblical Studies and Interpretation","score":0.08839999884366989,"subfield":{"id":"https://openalex.org/subfields/1212","display_name":"Religious studies"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13347","display_name":"Christian Theology and Mission","score":0.0714000016450882,"subfield":{"id":"https://openalex.org/subfields/1212","display_name":"Religious studies"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},{"id":"https://openalex.org/T13636","display_name":"Pentecostalism and Christianity Studies","score":0.04659999907016754,"subfield":{"id":"https://openalex.org/subfields/1212","display_name":"Religious studies"},"field":{"id":"https://openalex.org/fields/12","display_name":"Arts and Humanities"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/adversarial-system","display_name":"Adversarial system","score":0.7989000082015991},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.715499997138977},{"id":"https://openalex.org/keywords/robustness","display_name":"Robustness (evolution)","score":0.6523000001907349},{"id":"https://openalex.org/keywords/focus","display_name":"Focus (optics)","score":0.4918000102043152},{"id":"https://openalex.org/keywords/biometrics","display_name":"Biometrics","score":0.48190000653266907},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.46149998903274536},{"id":"https://openalex.org/keywords/encoder","display_name":"Encoder","score":0.43619999289512634}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8366000056266785},{"id":"https://openalex.org/C37736160","wikidata":"https://www.wikidata.org/wiki/Q1801315","display_name":"Adversarial system","level":2,"score":0.7989000082015991},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.715499997138977},{"id":"https://openalex.org/C63479239","wikidata":"https://www.wikidata.org/wiki/Q7353546","display_name":"Robustness (evolution)","level":3,"score":0.6523000001907349},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6481000185012817},{"id":"https://openalex.org/C192209626","wikidata":"https://www.wikidata.org/wiki/Q190909","display_name":"Focus (optics)","level":2,"score":0.4918000102043152},{"id":"https://openalex.org/C184297639","wikidata":"https://www.wikidata.org/wiki/Q177765","display_name":"Biometrics","level":2,"score":0.48190000653266907},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.46149998903274536},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.43619999289512634},{"id":"https://openalex.org/C26517878","wikidata":"https://www.wikidata.org/wiki/Q228039","display_name":"Key (lock)","level":2,"score":0.41280001401901245},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.4043999910354614},{"id":"https://openalex.org/C165064840","wikidata":"https://www.wikidata.org/wiki/Q1321061","display_name":"Matching (statistics)","level":2,"score":0.39309999346733093},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.36410000920295715},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.3262999951839447},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.29319998621940613},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.29249998927116394},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.28999999165534973},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.2816999852657318},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.2784000039100647},{"id":"https://openalex.org/C59404180","wikidata":"https://www.wikidata.org/wiki/Q17013334","display_name":"Feature learning","level":2,"score":0.25839999318122864}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tifs.2025.3625662","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3625662","pdf_url":null,"source":{"id":"https://openalex.org/S61310614","display_name":"IEEE Transactions on Information Forensics and Security","issn_l":"1556-6013","issn":["1556-6013","1556-6021"],"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 Information Forensics and Security","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/5","score":0.44544893503189087,"display_name":"Gender equality"}],"awards":[{"id":"https://openalex.org/G2452297484","display_name":null,"funder_award_id":"QTZX23042","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G3688758420","display_name":null,"funder_award_id":"62571405","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4297946667","display_name":null,"funder_award_id":"U22A2096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G528944840","display_name":null,"funder_award_id":"62306227","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5302744849","display_name":null,"funder_award_id":"U22A2035","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5344593585","display_name":null,"funder_award_id":"QTZX23083","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G5405834107","display_name":null,"funder_award_id":"62276198","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5420252985","display_name":null,"funder_award_id":"B16037","funder_id":"https://openalex.org/F4320336698","funder_display_name":"Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center)"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null},{"id":"https://openalex.org/F4320336698","display_name":"Overseas Expertise Introduction Center for Discipline Innovation of Food Nutrition and Human Health (111 Center)","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":43,"referenced_works":["https://openalex.org/W1861492603","https://openalex.org/W2916798096","https://openalex.org/W2963449390","https://openalex.org/W2971296908","https://openalex.org/W2978794003","https://openalex.org/W2980791334","https://openalex.org/W3112897560","https://openalex.org/W3163504421","https://openalex.org/W3174141591","https://openalex.org/W3186064588","https://openalex.org/W3202867260","https://openalex.org/W3213696333","https://openalex.org/W4213052499","https://openalex.org/W4287251614","https://openalex.org/W4308238104","https://openalex.org/W4312453698","https://openalex.org/W4319068770","https://openalex.org/W4321089363","https://openalex.org/W4323647495","https://openalex.org/W4353064992","https://openalex.org/W4385574173","https://openalex.org/W4385832628","https://openalex.org/W4386065462","https://openalex.org/W4386071639","https://openalex.org/W4392932237","https://openalex.org/W4394597755","https://openalex.org/W4394744941","https://openalex.org/W4399666392","https://openalex.org/W4400721967","https://openalex.org/W4402353573","https://openalex.org/W4402774443","https://openalex.org/W4402917105","https://openalex.org/W4405755219","https://openalex.org/W4405890988","https://openalex.org/W4406793905","https://openalex.org/W4407168947","https://openalex.org/W4407247433","https://openalex.org/W4407392260","https://openalex.org/W4408324738","https://openalex.org/W4408355132","https://openalex.org/W4409263384","https://openalex.org/W4409367181","https://openalex.org/W4413887039"],"related_works":[],"abstract_inverted_index":{"Cloth-Changing":[0],"Person":[1],"Re-Identification":[2],"(CC-ReID)":[3],"aims":[4],"to":[5,43,78,134,154,162,183],"match":[6],"persons":[7,126],"who":[8],"have":[9,32],"changed":[10],"clothes":[11],"over":[12],"extended":[13],"periods.":[14],"The":[15,209],"key":[16],"challenge":[17],"of":[18,25,121,125,158,193],"CC-ReID":[19,201],"lies":[20],"in":[21,64,94],"extracting":[22],"features":[23,37,63,73,116,170],"independent":[24,169],"clothing.":[26],"In":[27],"recent":[28],"years,":[29],"many":[30],"studies":[31],"focused":[33],"on":[34,53,199],"pedestrian":[35],"multi-modal":[36,96],"that":[38,212],"are":[39],"less":[40],"variable":[41],"compared":[42],"clothing":[44,164,168],"color":[45,123],"features.":[46],"Among":[47],"these":[48],"studies,":[49],"some":[50],"focus":[51],"solely":[52],"biometric":[54],"features,":[55,219],"ignoring":[56],"the":[57,67,85,136,156,159,191,194,213],"easily":[58],"accessible":[59],"and":[60,141,207,226],"editable":[61],"textual":[62,72,115,119,142,151,180,218],"images.":[65,174],"On":[66],"other":[68],"hand,":[69],"methods":[70],"leveraging":[71],"always":[74],"utilize":[75],"prior":[76],"knowledge":[77],"explore":[79],"explicit":[80],"part":[81],"alignment":[82,88],"but":[83],"lack":[84],"necessary":[86],"low-level":[87],"capabilities,":[89],"which":[90,113,188],"limits":[91],"their":[92],"effectiveness":[93],"matching":[95],"data.":[97],"To":[98],"address":[99],"these,":[100],"we":[101,148,176],"propose":[102],"masked":[103,122],"text":[104],"adversarial":[105,152],"training":[106],"for":[107],"cloth-changing":[108,222],"person":[109,223],"re-identification":[110,224],"method":[111,215],"(MTAT),":[112],"integrates":[114,217],"containing":[117],"sequential":[118],"descriptions":[120],"information":[124],"with":[127],"visual":[128,140],"cues":[129],"into":[130],"a":[131,150,178],"cross-attention":[132],"encoder":[133],"learn":[135],"relationships":[137],"between":[138],"local":[139],"tokens,":[143],"enabling":[144],"cross-modal":[145],"interaction.":[146],"Furthermore,":[147],"employ":[149],"loss":[153],"penalize":[155],"ability":[157],"ReID":[160],"model":[161],"predict":[163],"attributes,":[165],"thus":[166],"mining":[167],"from":[171],"raw":[172],"RGB":[173],"Notably,":[175],"introduce":[177],"learned":[179],"perturbation":[181],"strategy":[182],"simulate":[184],"real-world":[185],"description":[186],"inaccuracies,":[187],"significantly":[189,220],"enhances":[190],"robustness":[192],"model.":[195],"Experiments":[196],"were":[197],"conducted":[198],"several":[200],"benchmark":[202],"datasets,":[203],"including":[204],"LTCC,":[205],"Celeb-reID":[206],"Celeb-reID-light.":[208],"results":[210],"demonstrate":[211],"MTAT":[214],"effectively":[216],"improving":[221],"performance":[225],"outperforming":[227],"state-of-the-art":[228],"methods.":[229]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-28T00:00:00"}