{"id":"https://openalex.org/W4412536492","doi":"https://doi.org/10.1109/tmm.2025.3590933","title":"Hierarchical Token-Aware Cross-Modality Reconstruction for Visible-Infrared Person Re-Identification","display_name":"Hierarchical Token-Aware Cross-Modality Reconstruction for Visible-Infrared Person Re-Identification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4412536492","doi":"https://doi.org/10.1109/tmm.2025.3590933"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2025.3590933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3590933","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5073464445","display_name":"Si Chen","orcid":"https://orcid.org/0000-0002-5631-7942"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Si Chen","raw_affiliation_strings":["Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081413851","display_name":"Liuxiang Qiu","orcid":"https://orcid.org/0009-0000-2789-2254"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liuxiang Qiu","raw_affiliation_strings":["Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5032628425","display_name":"Da\u2010Han Wang","orcid":"https://orcid.org/0000-0002-5901-0778"},"institutions":[{"id":"https://openalex.org/I75867142","display_name":"Xiamen University of Technology","ror":"https://ror.org/01285e189","country_code":"CN","type":"education","lineage":["https://openalex.org/I75867142"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Da-Han Wang","raw_affiliation_strings":["Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"Fujian Key Laboratory of Pattern Recognition and Image Understanding, School of Computer and Information Engineering, Xiamen University of Technology, Xiamen, China","institution_ids":["https://openalex.org/I75867142"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031854562","display_name":"Wentao Zhu","orcid":"https://orcid.org/0000-0001-9290-1778"},"institutions":[{"id":"https://openalex.org/I4210123185","display_name":"Zhejiang Lab","ror":"https://ror.org/02m2h7991","country_code":"CN","type":"facility","lineage":["https://openalex.org/I4210123185"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wentao Zhu","raw_affiliation_strings":["Research Center for Frontier Fundamental Studies, Zhejiang Lab, Hangzhou, China"],"affiliations":[{"raw_affiliation_string":"Research Center for Frontier Fundamental Studies, Zhejiang Lab, Hangzhou, China","institution_ids":["https://openalex.org/I4210123185"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5016123060","display_name":"Hua Yang","orcid":"https://orcid.org/0000-0001-5536-503X"},"institutions":[{"id":"https://openalex.org/I126231945","display_name":"Queen's University Belfast","ror":"https://ror.org/00hswnk62","country_code":"GB","type":"education","lineage":["https://openalex.org/I126231945"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Yang Hua","raw_affiliation_strings":["School of Electronics, Electrical Engineering and Computer Science, Institute of Electronics Communications and Information Technology, Queen&#x2019;s University Belfast, Belfast, U.K","School of Electronics, Electrical Engineering and Computer Science, Institute of Electronics Communications and Information Technology, Queen&#x0027;s University Belfast, Belfast, U.K"],"affiliations":[{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Institute of Electronics Communications and Information Technology, Queen&#x2019;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]},{"raw_affiliation_string":"School of Electronics, Electrical Engineering and Computer Science, Institute of Electronics Communications and Information Technology, Queen&#x0027;s University Belfast, Belfast, U.K","institution_ids":["https://openalex.org/I126231945"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100395059","display_name":"Yan Yan","orcid":"https://orcid.org/0000-0002-3674-7160"},"institutions":[{"id":"https://openalex.org/I191208505","display_name":"Xiamen University","ror":"https://ror.org/00mcjh785","country_code":"CN","type":"education","lineage":["https://openalex.org/I191208505"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Yan","raw_affiliation_strings":["School of Informatics, Xiamen University, Xiamen, China"],"affiliations":[{"raw_affiliation_string":"School of Informatics, Xiamen University, Xiamen, China","institution_ids":["https://openalex.org/I191208505"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5073464445"],"corresponding_institution_ids":["https://openalex.org/I75867142"],"apc_list":null,"apc_paid":null,"fwci":3.6542,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93441058,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":91,"max":99},"biblio":{"volume":"27","issue":null,"first_page":"7012","last_page":"7027"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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":0.9994000196456909,"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":0.9733999967575073,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9732999801635742,"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":0.8327434659004211},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6638170480728149},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5605072975158691},{"id":"https://openalex.org/keywords/security-token","display_name":"Security token","score":0.5601292848587036},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47859761118888855},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.37812894582748413},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.23576846718788147}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8327434659004211},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6638170480728149},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5605072975158691},{"id":"https://openalex.org/C48145219","wikidata":"https://www.wikidata.org/wiki/Q1335365","display_name":"Security token","level":2,"score":0.5601292848587036},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47859761118888855},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.37812894582748413},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.23576846718788147},{"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/tmm.2025.3590933","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2025.3590933","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G4782616423","display_name":null,"funder_award_id":"62372388","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W2194775991","https://openalex.org/W2596603442","https://openalex.org/W2808260522","https://openalex.org/W2954773727","https://openalex.org/W2963330186","https://openalex.org/W2963842104","https://openalex.org/W2963901085","https://openalex.org/W2985033611","https://openalex.org/W2996695408","https://openalex.org/W2996878574","https://openalex.org/W2997877744","https://openalex.org/W2998126692","https://openalex.org/W2998633236","https://openalex.org/W2998792609","https://openalex.org/W3004990178","https://openalex.org/W3018555349","https://openalex.org/W3034494316","https://openalex.org/W3034519219","https://openalex.org/W3039013500","https://openalex.org/W3049045914","https://openalex.org/W3094502228","https://openalex.org/W3096609285","https://openalex.org/W3099693666","https://openalex.org/W3107848599","https://openalex.org/W3136038792","https://openalex.org/W3151046157","https://openalex.org/W3162691379","https://openalex.org/W3168126494","https://openalex.org/W3190492058","https://openalex.org/W3192055375","https://openalex.org/W3194065175","https://openalex.org/W3204075450","https://openalex.org/W3207905476","https://openalex.org/W3211333906","https://openalex.org/W3214586131","https://openalex.org/W4214891830","https://openalex.org/W4221080762","https://openalex.org/W4225852025","https://openalex.org/W4226294111","https://openalex.org/W4231095098","https://openalex.org/W4287251614","https://openalex.org/W4289752563","https://openalex.org/W4308738141","https://openalex.org/W4311088269","https://openalex.org/W4312700302","https://openalex.org/W4312802153","https://openalex.org/W4312936309","https://openalex.org/W4313147265","https://openalex.org/W4366275947","https://openalex.org/W4377231435","https://openalex.org/W4379620481","https://openalex.org/W4382467684","https://openalex.org/W4385245566","https://openalex.org/W4385574725","https://openalex.org/W4386065398","https://openalex.org/W4386071462","https://openalex.org/W4388519991","https://openalex.org/W4388543864","https://openalex.org/W4388692443","https://openalex.org/W4389459111","https://openalex.org/W4389890926","https://openalex.org/W4390120148","https://openalex.org/W4390660439","https://openalex.org/W4390873076","https://openalex.org/W4392745493","https://openalex.org/W4393156571","https://openalex.org/W4394804865","https://openalex.org/W4399039622","https://openalex.org/W4401991160","https://openalex.org/W4402704563","https://openalex.org/W4402753418"],"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":{"Visible-infrared":[0],"person":[1],"re-identification":[2],"(VI-ReID)":[3],"aims":[4],"to":[5,26,73,88,133,178,203],"query":[6],"the":[7,14,18,29,41,59,91,121,143,154,168,172,181,184,190,195,205,208,211,218,224,229,233],"same":[8],"pedestrian's":[9],"visible":[10],"(infrared)":[11],"images":[12],"in":[13],"gallery":[15],"set":[16],"from":[17,65],"infrared":[19],"(visible)":[20],"images.":[21],"VI-ReID":[22,225],"not":[23,56],"only":[24],"needs":[25],"deal":[27],"with":[28,128,175],"challenging":[30],"factors":[31],"like":[32],"pose":[33],"variation":[34],"and":[35,54,68,110,123,151,159,188,210,227,237],"occlusion,":[36],"but":[37],"also":[38],"requires":[39],"handling":[40],"large":[42],"modality":[43,92,165,174,191],"discrepancy.":[44,192],"Previous":[45],"methods":[46,231],"mainly":[47],"focus":[48],"on":[49,232],"learning":[50],"single-scale":[51],"modality-shared":[52,126],"features":[53,61,127,137,162],"do":[55],"effectively":[57],"explore":[58,180],"multi-scale":[60,125,176],"of":[62,101,142,145,163,171],"two":[63,102,185],"modalities":[64,187],"both":[66,146],"short-range":[67,122],"long-range":[69,124],"perspectives.":[70],"In":[71,193],"order":[72],"solve":[74],"these":[75],"problems,":[76],"this":[77],"paper":[78],"proposes":[79],"a":[80,129],"novel":[81],"Hierarchical":[82,106],"Token-Aware":[83],"Cross-Modality":[84],"Reconstruction":[85,113,198],"(HTCR)":[86],"network":[87,99],"significantly":[89,222],"mitigate":[90],"discrepancy":[93],"for":[94],"effective":[95],"VI-ReID.":[96],"The":[97,115],"HTCR":[98,220],"consists":[100],"main":[103],"components,":[104],"i.e.,":[105],"Token-aware":[107],"Fusion":[108],"(HTF)":[109],"Cross-modality":[111],"Feature":[112],"(CFR).":[114],"HTF":[116],"module":[117,156],"first":[118],"bidirectionally":[119],"exchanges":[120],"few":[130],"learnable":[131],"tokens":[132],"achieve":[134],"discriminative":[135],"pedestrian":[136,161],"by":[138,166],"making":[139],"full":[140],"use":[141],"advantages":[144],"Convolutional":[147],"Neural":[148],"Network":[149],"(CNN)":[150],"Transformer.":[152],"Moreover,":[153],"CFR":[155],"reconstructs":[157],"global":[158],"local":[160],"one":[164],"using":[167],"token":[169],"sequence":[170],"other":[173],"cues":[177],"further":[179],"relationship":[182],"between":[183,207],"distinct":[186],"alleviate":[189],"addition,":[194],"Modality-shared":[196],"feature":[197],"(MR)":[199],"loss":[200],"is":[201],"leveraged":[202],"reduce":[204],"noises":[206],"reconstructed":[209],"target":[212],"features.":[213],"Experimental":[214],"results":[215],"indicate":[216],"that":[217],"proposed":[219],"can":[221],"improve":[223],"performance":[226],"outperform":[228],"state-of-the-art":[230],"cross-modality":[234],"SYSU-MM01,":[235],"RegDB,":[236],"LLCM":[238],"datasets.":[239]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":1}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
