{"id":"https://openalex.org/W4411725964","doi":"https://doi.org/10.1109/tifs.2025.3583887","title":"Person Re-Identification With Arbitrary Modalities: A Multi-Modal Dataset and a Unified Framework","display_name":"Person Re-Identification With Arbitrary Modalities: A Multi-Modal Dataset and a Unified Framework","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4411725964","doi":"https://doi.org/10.1109/tifs.2025.3583887"},"language":"en","primary_location":{"id":"doi:10.1109/tifs.2025.3583887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3583887","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/A5014956557","display_name":"Jingjing Wu","orcid":"https://orcid.org/0000-0002-3818-4277"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jingjing Wu","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China"],"raw_orcid":"https://orcid.org/0000-0002-3818-4277","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5065328976","display_name":"Zhun Zhong","orcid":"https://orcid.org/0000-0002-8202-0544"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhun Zhong","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China"],"raw_orcid":"https://orcid.org/0000-0002-8202-0544","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5068139862","display_name":"Yanrong Guo","orcid":"https://orcid.org/0000-0001-6949-4879"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanrong Guo","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China"],"raw_orcid":"https://orcid.org/0000-0001-6949-4879","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5033478897","display_name":"Shejiao Hu","orcid":null},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shejiao Hu","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China","institution_ids":["https://openalex.org/I16365422"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5051332325","display_name":"Richang Hong","orcid":"https://orcid.org/0000-0001-5461-3986"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Richang Hong","raw_affiliation_strings":["School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China"],"raw_orcid":"https://orcid.org/0000-0001-5461-3986","affiliations":[{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]},{"raw_affiliation_string":"School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, P.R.China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I16365422"],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.11736134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"20","issue":null,"first_page":"6953","last_page":"6967"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9908999800682068,"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":0.9908999800682068,"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/T11448","display_name":"Face recognition and analysis","score":0.9771999716758728,"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":0.9648000001907349,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7895740866661072},{"id":"https://openalex.org/keywords/modal","display_name":"Modal","score":0.6865983009338379},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.6257836818695068},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6117507815361023},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44513070583343506},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.42585378885269165},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.32892948389053345}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7895740866661072},{"id":"https://openalex.org/C71139939","wikidata":"https://www.wikidata.org/wiki/Q910194","display_name":"Modal","level":2,"score":0.6865983009338379},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.6257836818695068},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6117507815361023},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44513070583343506},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.42585378885269165},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.32892948389053345},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C188027245","wikidata":"https://www.wikidata.org/wiki/Q750446","display_name":"Polymer chemistry","level":1,"score":0.0},{"id":"https://openalex.org/C36289849","wikidata":"https://www.wikidata.org/wiki/Q34749","display_name":"Social science","level":1,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"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.2025.3583887","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tifs.2025.3583887","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/G2221835022","display_name":null,"funder_award_id":"2019YFA0706203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4907296540","display_name":null,"funder_award_id":"62302142","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G860672514","display_name":null,"funder_award_id":"JZ2025HGTB0230","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"},{"id":"https://openalex.org/G8691764750","display_name":null,"funder_award_id":"2023YFC2506800","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/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":67,"referenced_works":["https://openalex.org/W138224622","https://openalex.org/W1982925187","https://openalex.org/W2009566328","https://openalex.org/W2108598243","https://openalex.org/W2118181058","https://openalex.org/W2122165559","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2336162022","https://openalex.org/W2471048925","https://openalex.org/W2511791013","https://openalex.org/W2519373641","https://openalex.org/W2596603442","https://openalex.org/W2598634450","https://openalex.org/W2606377603","https://openalex.org/W2606561738","https://openalex.org/W2772298526","https://openalex.org/W2777534232","https://openalex.org/W2810967842","https://openalex.org/W2950703532","https://openalex.org/W2954773727","https://openalex.org/W2963047834","https://openalex.org/W2963438548","https://openalex.org/W2963690547","https://openalex.org/W2963842104","https://openalex.org/W2964130064","https://openalex.org/W2964304299","https://openalex.org/W2967515867","https://openalex.org/W2971463331","https://openalex.org/W2985033611","https://openalex.org/W2990364385","https://openalex.org/W2998792609","https://openalex.org/W3034303554","https://openalex.org/W3035524453","https://openalex.org/W3035673257","https://openalex.org/W3107848599","https://openalex.org/W3138044975","https://openalex.org/W3176633985","https://openalex.org/W3216959442","https://openalex.org/W4210341392","https://openalex.org/W4214865104","https://openalex.org/W4214891830","https://openalex.org/W4226294111","https://openalex.org/W4283807600","https://openalex.org/W4304083188","https://openalex.org/W4308213097","https://openalex.org/W4312700302","https://openalex.org/W4312936309","https://openalex.org/W4319299883","https://openalex.org/W4367318773","https://openalex.org/W4385245566","https://openalex.org/W4386065398","https://openalex.org/W4386076131","https://openalex.org/W4386453660","https://openalex.org/W4388692443","https://openalex.org/W4389169452","https://openalex.org/W4390691448","https://openalex.org/W4390872673","https://openalex.org/W4390874178","https://openalex.org/W4393178525","https://openalex.org/W4401079043","https://openalex.org/W4402703085","https://openalex.org/W4402778186","https://openalex.org/W6637373629","https://openalex.org/W6692470526","https://openalex.org/W6735013348","https://openalex.org/W6746255304"],"related_works":["https://openalex.org/W73545470","https://openalex.org/W4224266612","https://openalex.org/W2383394264","https://openalex.org/W4320153225","https://openalex.org/W4293261942","https://openalex.org/W3125968744","https://openalex.org/W203959209","https://openalex.org/W2004831463","https://openalex.org/W2110287964","https://openalex.org/W2167701463"],"abstract_inverted_index":{"This":[0],"paper":[1],"proposes":[2],"a":[3,33],"unified":[4,48,178],"visual":[5],"person":[6],"re-identification":[7],"(re-id)":[8],"framework":[9,50],"capable":[10],"of":[11,133,139,164,211],"handling":[12],"various":[13,137],"re-id":[14,49,82,92,123,149,217],"tasks,":[15],"including":[16],"modal-fusion":[17,81,86,100],"re-id,":[18,20,23],"cross-modal":[19,91,122],"and":[21,43,61,136,221],"single-modal":[22],"to":[24,102,116,146,183],"accommodate":[25],"diverse":[26,152],"modal":[27,95,104,118,153],"scenarios.":[28,154,204],"We":[29],"begin":[30],"by":[31,53,72,83,93],"constructing":[32],"Multi-modal":[34,62],"Person":[35],"Re-identification":[36],"(MPR)":[37],"dataset":[38],"comprising":[39],"RGB,":[40],"infrared":[41],"(IR),":[42],"depth":[44],"modalities.":[45,197],"Then,":[46],"the":[47,85,99,131,140,176,209,212],"is":[51],"established":[52],"integrating":[54],"an":[55],"Adaptive":[56],"Modality":[57],"Aggregation":[58],"Module":[59],"(AMAM)":[60],"Auto-aligned":[63],"Learning":[64],"(MAL).":[65],"The":[66,106,172],"former":[67],"autonomously":[68],"aggregates":[69],"distinct":[70,134],"modalities":[71,111],"thoroughly":[73],"exploring":[74],"their":[75],"relationships.":[76],"It":[77],"not":[78],"only":[79,181],"benefits":[80],"promoting":[84],"representations,":[87],"but":[88],"also":[89],"enhances":[90],"performing":[94],"consistency":[96],"learning":[97,114],"on":[98,169,215],"features":[101],"narrow":[103],"gaps.":[105],"latter":[107],"automatically":[108],"aligns":[109],"multiple":[110,121,192],"through":[112],"contrastive":[113],"constraints":[115],"lessen":[117],"gaps":[119],"for":[120],"tasks.":[124,218],"So,":[125],"these":[126],"two":[127],"modules":[128,214],"respectively":[129],"balance":[130],"tasks":[132,138,150],"types":[135],"same":[141],"type,":[142],"which":[143],"are":[144],"beneficial":[145],"realize":[147],"more":[148,203],"with":[151,195,202],"Moreover,":[155],"we":[156],"evaluate":[157],"state-of-the-art":[158],"(SOTA)":[159],"multi-modal":[160],"methods":[161,189],"in":[162],"terms":[163],"plentiful":[165],"testing":[166],"settings":[167],"constructed":[168],"MPR":[170],"dataset.":[171],"experiments":[173],"demonstrate":[174],"that":[175,180,190],"proposed":[177,213],"method":[179],"needs":[182],"be":[184,224],"trained":[185],"once":[186],"outperforms":[187],"existing":[188],"require":[191],"training":[193],"processes":[194],"specific":[196],"Besides,":[198],"it":[199],"can":[200],"cope":[201],"Extensive":[205],"ablation":[206],"studies":[207],"investigate":[208],"effects":[210],"all":[216],"Our":[219],"datasets":[220],"code":[222],"will":[223],"publicly":[225],"available":[226],"soon:":[227],"https://github.com/hfutwujingjing/A-Multi-Modal-Dataset-and-A-Unified-Framework.":[228]},"counts_by_year":[],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
