{"id":"https://openalex.org/W4410810098","doi":"https://doi.org/10.1109/tifs.2025.3573672","title":"Video-Level Language-Driven Video-Based Visible-Infrared Person Re-Identification","display_name":"Video-Level Language-Driven Video-Based Visible-Infrared Person Re-Identification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4410810098","doi":"https://doi.org/10.1109/tifs.2025.3573672"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2025.3573672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3573672","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":"https://openalex.org/A5100415973","display_name":"Shuang Li","orcid":"https://orcid.org/0000-0003-4258-3163"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shuang Li","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-4258-3163","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061201566","display_name":"Jiaxu Leng","orcid":"https://orcid.org/0000-0003-2802-8139"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiaxu Leng","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-2802-8139","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5116045201","display_name":"Changjiang Kuang","orcid":null},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Changjiang Kuang","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5056104115","display_name":"Mingpi Tan","orcid":"https://orcid.org/0000-0003-1952-6267"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingpi Tan","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0003-1952-6267","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101785348","display_name":"Xinbo Gao","orcid":"https://orcid.org/0000-0002-7985-0037"},"institutions":[{"id":"https://openalex.org/I10535382","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26","country_code":"CN","type":"education","lineage":["https://openalex.org/I10535382"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xinbo Gao","raw_affiliation_strings":["School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","Chongqing University of Posts and Telecommunications, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-7985-0037","affiliations":[{"raw_affiliation_string":"School of Computer Science and Technology, Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]},{"raw_affiliation_string":"Chongqing University of Posts and Telecommunications, Chongqing, China","institution_ids":["https://openalex.org/I10535382"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":5.6097,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96025235,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":96,"max":99},"biblio":{"volume":"20","issue":null,"first_page":"5505","last_page":"5520"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9990000128746033,"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":0.9990000128746033,"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":0.9628000259399414,"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"}},{"id":"https://openalex.org/T11448","display_name":"Face recognition and analysis","score":0.9412000179290771,"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/computer-science","display_name":"Computer science","score":0.7805359363555908},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5854182839393616},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.43463587760925293},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4125024378299713},{"id":"https://openalex.org/keywords/multimedia","display_name":"Multimedia","score":0.38162773847579956}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7805359363555908},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5854182839393616},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.43463587760925293},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4125024378299713},{"id":"https://openalex.org/C49774154","wikidata":"https://www.wikidata.org/wiki/Q131765","display_name":"Multimedia","level":1,"score":0.38162773847579956},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","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/tifs.2025.3573672","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3573672","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":[],"awards":[{"id":"https://openalex.org/G2269101841","display_name":null,"funder_award_id":"CSTB2023NSCQ-LZX0061","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G2442400651","display_name":null,"funder_award_id":"62036007","funder_id":"https://openalex.org/F4320335575","funder_display_name":"Key Programme"},{"id":"https://openalex.org/G2713326444","display_name":null,"funder_award_id":"CSTB2022NSCQ-MSX0547","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G3304135938","display_name":null,"funder_award_id":"2022YFA1004100","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G3319794127","display_name":null,"funder_award_id":"CSTB2024NSCQ-QCXMX0060","funder_id":"https://openalex.org/F4320323172","funder_display_name":"Natural Science Foundation of Chongqing"},{"id":"https://openalex.org/G3453920714","display_name":null,"funder_award_id":"62221005","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3913156051","display_name":null,"funder_award_id":"62472060","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4355947248","display_name":null,"funder_award_id":"2024MD754043","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G5327784554","display_name":null,"funder_award_id":"GZC20233362","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"},{"id":"https://openalex.org/G7230799384","display_name":null,"funder_award_id":"BYJS202401","funder_id":"https://openalex.org/F4320322687","funder_display_name":"Chongqing University of Posts and Telecommunications"},{"id":"https://openalex.org/G8276535520","display_name":null,"funder_award_id":"U23A20318","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/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320322687","display_name":"Chongqing University of Posts and Telecommunications","ror":"https://ror.org/03dgaqz26"},{"id":"https://openalex.org/F4320323172","display_name":"Natural Science Foundation of Chongqing","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320335575","display_name":"Key Programme","ror":null},{"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":71,"referenced_works":["https://openalex.org/W760855798","https://openalex.org/W1596233070","https://openalex.org/W2235916736","https://openalex.org/W2295107390","https://openalex.org/W2511791013","https://openalex.org/W2520433280","https://openalex.org/W2799185441","https://openalex.org/W2912406707","https://openalex.org/W2954773727","https://openalex.org/W2962926870","https://openalex.org/W2963047834","https://openalex.org/W2985033611","https://openalex.org/W2986451890","https://openalex.org/W2997877744","https://openalex.org/W2998792609","https://openalex.org/W3034494316","https://openalex.org/W3106853541","https://openalex.org/W3107848599","https://openalex.org/W3110275472","https://openalex.org/W3168915470","https://openalex.org/W3173203577","https://openalex.org/W3194065175","https://openalex.org/W3202750592","https://openalex.org/W3204060250","https://openalex.org/W3204075450","https://openalex.org/W3205021045","https://openalex.org/W3207905476","https://openalex.org/W3210946531","https://openalex.org/W4200343840","https://openalex.org/W4214736485","https://openalex.org/W4285228203","https://openalex.org/W4296339286","https://openalex.org/W4304014690","https://openalex.org/W4312300380","https://openalex.org/W4312372290","https://openalex.org/W4312700302","https://openalex.org/W4312802153","https://openalex.org/W4313419444","https://openalex.org/W4318992439","https://openalex.org/W4321021976","https://openalex.org/W4378373476","https://openalex.org/W4380303853","https://openalex.org/W4382240079","https://openalex.org/W4382240911","https://openalex.org/W4382460786","https://openalex.org/W4386065398","https://openalex.org/W4386065462","https://openalex.org/W4386075547","https://openalex.org/W4386075882","https://openalex.org/W4386758381","https://openalex.org/W4387010854","https://openalex.org/W4387968533","https://openalex.org/W4388145471","https://openalex.org/W4389169147","https://openalex.org/W4389474415","https://openalex.org/W4390874542","https://openalex.org/W4390905609","https://openalex.org/W4391021823","https://openalex.org/W4393147967","https://openalex.org/W4397026482","https://openalex.org/W4405022411","https://openalex.org/W4405844469","https://openalex.org/W4407638700","https://openalex.org/W4409366099","https://openalex.org/W4409366130","https://openalex.org/W4409366305","https://openalex.org/W4409366324","https://openalex.org/W6791353385","https://openalex.org/W6854339930","https://openalex.org/W6860317178","https://openalex.org/W6882992235"],"related_works":["https://openalex.org/W2772917594","https://openalex.org/W2036807459","https://openalex.org/W2058170566","https://openalex.org/W2755342338","https://openalex.org/W2166024367","https://openalex.org/W3116076068","https://openalex.org/W2229312674","https://openalex.org/W2951359407","https://openalex.org/W2079911747","https://openalex.org/W1969923398"],"abstract_inverted_index":{"Video-based":[0],"Visible-Infrared":[1],"Person":[2],"Re-Identification":[3],"(VVI-ReID)":[4],"aims":[5],"to":[6,43,70,121,201,251],"match":[7],"pedestrian":[8,28],"sequences":[9],"across":[10,185],"modalities":[11,135],"by":[12,164,231,235,242,248],"extracting":[13],"modality-invariant":[14,53],"sequence-level":[15,54],"features.":[16],"As":[17],"a":[18,24,75,84,109],"high-level":[19],"semantic":[20],"representation,":[21],"language":[22,46,68,100],"provides":[23],"consistent":[25],"description":[26],"of":[27,52,62,95,182,258],"characteristics":[29],"in":[30,136],"both":[31],"infrared":[32],"and":[33,48,64,103,117,127,156,174,197,233,238,244,253,263],"visible":[34],"modalities.":[35],"Leveraging":[36],"the":[37,50,60,114,118,152,179,186,204,223,228,239,245],"Contrastive":[38],"Language-Image":[39],"Pre-training":[40],"(CLIP)":[41],"model":[42],"generate":[44,123],"video-level":[45,67,89],"prompts":[47,69,126],"guide":[49],"learning":[51],"features":[55,132],"is":[56],"theoretically":[57],"feasible.":[58],"However,":[59],"challenge":[61],"generating":[63],"utilizing":[65],"modality-shared":[66,124],"address":[71,79],"modality":[72,142],"gaps":[73],"remains":[74],"critical":[76],"problem.":[77],"To":[78],"this":[80],"problem,":[81],"we":[82],"propose":[83],"simple":[85],"yet":[86],"powerful":[87],"framework,":[88],"language-driven":[90],"VVI-ReID":[91,220],"(VLD),":[92],"which":[93,160],"consists":[94],"two":[96,150,219],"core":[97],"modules:":[98],"invariant-modality":[99],"prompting":[101,105],"(IMLP)":[102],"spatial-temporal":[104,153,157],"(STP).":[106],"IMLP":[107,163],"employs":[108],"joint":[110],"fine-tuning":[111],"strategy":[112],"for":[113],"visual":[115,131],"encoder":[116],"prompt":[119],"learner":[120],"effectively":[122],"text":[125,169],"align":[128],"them":[129],"with":[130],"from":[133],"different":[134],"CLIP\u2019s":[137],"multimodal":[138],"space,":[139],"thereby":[140],"mitigating":[141],"differences.":[143],"Additionally,":[144],"STP":[145],"models":[146],"spatiotemporal":[147,166,176,209],"information":[148,167,177],"through":[149],"submodules,":[151],"hub":[154],"(STH)":[155],"aggregation":[158],"(STA),":[159],"further":[161],"enhance":[162],"incorporating":[165],"into":[168,178],"prompts.":[170],"The":[171,212,266],"STH":[172,205],"aggregates":[173],"diffuses":[175],"[CLS]":[180],"token":[181],"each":[183],"frame":[184],"vision":[187],"transformer":[188],"(ViT)":[189],"layers,":[190],"whereas":[191],"STA":[192],"introduces":[193],"dedicated":[194],"identity-level":[195],"loss":[196],"specialized":[198],"multihead":[199],"attention":[200],"ensure":[202],"that":[203],"focuses":[206],"on":[207,218],"identity-relevant":[208],"feature":[210],"aggregation.":[211],"VLD":[213],"framework":[214],"achieves":[215],"state-of-the-art":[216],"results":[217],"benchmarks.":[221],"On":[222],"HITSZ-VCM":[224],"dataset,":[225],"it":[226],"improves":[227],"Rank-1":[229,240],"accuracy":[230,241,247],"7.3%":[232],"mAP":[234,246],"7.6%":[236],"(infrared-to-visible)":[237],"10.4%":[243],"9.3%":[249],"(visible":[250],"infrared)":[252],"requires":[254],"only":[255],"2":[256],"hours":[257],"training,":[259],"2.39M":[260],"additional":[261],"parameters,":[262],"0.12G":[264],"FLOPs.":[265],"code":[267],"will":[268],"be":[269],"released":[270],"at":[271],"https://github.com/Visuang/VLD.":[272]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":3}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}