{"id":"https://openalex.org/W4409356547","doi":"https://doi.org/10.1109/tcsvt.2025.3560118","title":"Enhancing Visible-Infrared Person Re-Identification With Modality- and Instance-Aware Adaptation Learning","display_name":"Enhancing Visible-Infrared Person Re-Identification With Modality- and Instance-Aware Adaptation Learning","publication_year":2025,"publication_date":"2025-04-11","ids":{"openalex":"https://openalex.org/W4409356547","doi":"https://doi.org/10.1109/tcsvt.2025.3560118"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2025.3560118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3560118","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":null,"display_name":"Ruiqi Wu","orcid":"https://orcid.org/0009-0003-5171-4548"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Ruiqi Wu","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0003-5171-4548","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043732442","display_name":"Bingliang Jiao","orcid":"https://orcid.org/0000-0001-5994-6181"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bingliang Jiao","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-5994-6181","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103010246","display_name":"Meng Liu","orcid":"https://orcid.org/0009-0008-1202-3767"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Meng Liu","raw_affiliation_strings":["School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electronics and Information, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Shining Wang","orcid":"https://orcid.org/0009-0007-8452-3333"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shining Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0009-0007-8452-3333","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Wenxuan Wang","orcid":"https://orcid.org/0000-0001-7142-9734"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenxuan Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0001-7142-9734","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100396097","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-9218-9132"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peng Wang","raw_affiliation_strings":["School of Computer Science, Northwestern Polytechnical University, Xi’an, China"],"raw_orcid":"https://orcid.org/0000-0002-9218-9132","affiliations":[{"raw_affiliation_string":"School of Computer Science, Northwestern Polytechnical University, Xi’an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":6.7995,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.96773704,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":95,"max":100},"biblio":{"volume":"35","issue":"8","first_page":"8086","last_page":"8103"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9983999729156494,"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":0.9983999729156494,"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/T11963","display_name":"Impact of Light on Environment and Health","score":0.9865000247955322,"subfield":{"id":"https://openalex.org/subfields/2306","display_name":"Global and Planetary Change"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12389","display_name":"Infrared Target Detection Methodologies","score":0.9674000144004822,"subfield":{"id":"https://openalex.org/subfields/2202","display_name":"Aerospace 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":0.6634628176689148},{"id":"https://openalex.org/keywords/modality","display_name":"Modality (human\u2013computer interaction)","score":0.6520445346832275},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5567092895507812},{"id":"https://openalex.org/keywords/adaptation","display_name":"Adaptation (eye)","score":0.5562912821769714},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4524464011192322},{"id":"https://openalex.org/keywords/psychology","display_name":"Psychology","score":0.15810033679008484}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6634628176689148},{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.6520445346832275},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5567092895507812},{"id":"https://openalex.org/C139807058","wikidata":"https://www.wikidata.org/wiki/Q352374","display_name":"Adaptation (eye)","level":2,"score":0.5562912821769714},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4524464011192322},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.15810033679008484},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","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/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.2025.3560118","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2025.3560118","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":[],"awards":[{"id":"https://openalex.org/G2411153160","display_name":null,"funder_award_id":"No.U23B2013","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G4423047370","display_name":null,"funder_award_id":"2025A1515011465","funder_id":"https://openalex.org/F4320320671","funder_display_name":"National Research Foundation"},{"id":"https://openalex.org/G5899739664","display_name":null,"funder_award_id":"62476226","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320320671","display_name":"National Research Foundation","ror":"https://ror.org/05s0g1g46"},{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":85,"referenced_works":["https://openalex.org/W2135442311","https://openalex.org/W2204750386","https://openalex.org/W2512434173","https://openalex.org/W2596603442","https://openalex.org/W2598634450","https://openalex.org/W2606377603","https://openalex.org/W2752782242","https://openalex.org/W2777534232","https://openalex.org/W2795758732","https://openalex.org/W2808260522","https://openalex.org/W2906502833","https://openalex.org/W2954773727","https://openalex.org/W2963289251","https://openalex.org/W2963842104","https://openalex.org/W2964186374","https://openalex.org/W2970390221","https://openalex.org/W2981617237","https://openalex.org/W2985033611","https://openalex.org/W2990827756","https://openalex.org/W2996695408","https://openalex.org/W2996837277","https://openalex.org/W2998126692","https://openalex.org/W2998792609","https://openalex.org/W3034727830","https://openalex.org/W3093051557","https://openalex.org/W3107848599","https://openalex.org/W3112897560","https://openalex.org/W3139438386","https://openalex.org/W3155080005","https://openalex.org/W3173902027","https://openalex.org/W3176633985","https://openalex.org/W3187171427","https://openalex.org/W3194065175","https://openalex.org/W3204075450","https://openalex.org/W3204330270","https://openalex.org/W3207905476","https://openalex.org/W4205991051","https://openalex.org/W4210341392","https://openalex.org/W4214891830","https://openalex.org/W4225852025","https://openalex.org/W4226294111","https://openalex.org/W4229453513","https://openalex.org/W4282937133","https://openalex.org/W4283792038","https://openalex.org/W4304083188","https://openalex.org/W4304098539","https://openalex.org/W4312236429","https://openalex.org/W4312238419","https://openalex.org/W4312547559","https://openalex.org/W4312651322","https://openalex.org/W4312722479","https://openalex.org/W4312802153","https://openalex.org/W4312936309","https://openalex.org/W4313654972","https://openalex.org/W4318992439","https://openalex.org/W4320013936","https://openalex.org/W4366310709","https://openalex.org/W4377231435","https://openalex.org/W4381733062","https://openalex.org/W4382460786","https://openalex.org/W4382464306","https://openalex.org/W4382467684","https://openalex.org/W4385245566","https://openalex.org/W4385574725","https://openalex.org/W4386065398","https://openalex.org/W4386075647","https://openalex.org/W4386076127","https://openalex.org/W4386267535","https://openalex.org/W4389252066","https://openalex.org/W4389459111","https://openalex.org/W4390357730","https://openalex.org/W4390872673","https://openalex.org/W4390873934","https://openalex.org/W4394627226","https://openalex.org/W4399435786","https://openalex.org/W4400447328","https://openalex.org/W4400489899","https://openalex.org/W4402961790","https://openalex.org/W4403792049","https://openalex.org/W6778883912","https://openalex.org/W6791353385","https://openalex.org/W6838701581","https://openalex.org/W6838865580","https://openalex.org/W6846720939","https://openalex.org/W6860317178"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2385859805","https://openalex.org/W2530972254","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109"],"abstract_inverted_index":{"The":[0],"Visible-Infrared":[1],"Person":[2],"Re-identification":[3],"(VI":[4],"ReID)":[5],"aims":[6],"to":[7,33,39,107,116,121,154,158,191],"achieve":[8,122],"cross-modality":[9,41,93,123],"re-identification":[10],"by":[11,58],"matching":[12],"pedestrian":[13],"images":[14],"from":[15,68],"visible":[16],"and":[17,131,164,195],"infrared":[18],"illumination.":[19],"A":[20],"crucial":[21],"challenge":[22],"in":[23],"this":[24,44,98],"task":[25],"is":[26,152,217],"mitigating":[27],"the":[28,35,52,79,89,109,172,181,189,211],"impact":[29],"of":[30,92,149,174,213],"modality":[31,119,162,175],"divergence":[32],"enable":[34,155],"VI":[36,110,208],"ReID":[37,94,111,124,209],"model":[38,112,157,190],"learn":[40],"correspondence.":[42],"Regarding":[43],"challenge,":[45],"existing":[46],"methods":[47,73],"primarily":[48],"focus":[49,76],"on":[50,77,97,205],"eliminating":[51],"information":[53,61,67,80,167],"gap":[54],"between":[55],"different":[56],"modalities":[57],"extracting":[59],"modality-invariant":[60],"or":[62],"supplementing":[63],"inputs":[64,120,163],"with":[65,113,140],"specific":[66],"another":[69],"modality.":[70],"However,":[71],"these":[72],"may":[74],"overly":[75],"bridging":[78],"gap,":[81],"a":[82,102,129,147],"challenging":[83],"issue":[84],"that":[85],"could":[86],"potentially":[87],"overshadow":[88],"inherent":[90],"complexities":[91],"itself.":[95],"Based":[96],"insight,":[99],"we":[100,127,178],"propose":[101,180],"straightforward":[103],"yet":[104],"effective":[105],"strategy":[106],"empower":[108],"sufficient":[114],"flexibility":[115],"adapt":[117,160,192],"diverse":[118,161],"effectively.":[125],"Specifically,":[126],"introduce":[128],"Modality-aware":[130],"Instance-aware":[132],"Visual":[133],"Prompts":[134],"(MIP)":[135],"network,":[136],"leveraging":[137],"transformer":[138],"architecture":[139],"customized":[141],"visual":[142],"prompts.":[143],"In":[144],"our":[145,156,214,220],"MIP,":[146],"set":[148],"modality-aware":[150],"prompts":[151],"designed":[153,215],"dynamically":[159],"effectively":[165],"extract":[166],"for":[168,187,199],"identification,":[169],"thereby":[170],"alleviating":[171],"interference":[173],"divergence.":[176],"Besides,":[177],"also":[179],"instance-aware":[182],"prompts,":[183],"which":[184],"are":[185],"responsible":[186],"guiding":[188],"individual":[193],"pedestrians":[194],"capture":[196],"discriminative":[197],"clues":[198],"accurate":[200],"identification.":[201],"Through":[202],"extensive":[203],"experiments":[204],"four":[206],"mainstream":[207],"datasets,":[210],"effectiveness":[212],"modules":[216],"evaluated.":[218],"Furthermore,":[219],"proposed":[221],"MIP":[222],"network":[223],"outperforms":[224],"most":[225],"current":[226],"state-of-the-art":[227],"methods.":[228]},"counts_by_year":[{"year":2026,"cited_by_count":4},{"year":2025,"cited_by_count":2}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}