{"id":"https://openalex.org/W3033235266","doi":"https://doi.org/10.1109/tip.2020.2998275","title":"Cross-Modality Person Re-Identification via Modality-Aware Collaborative Ensemble Learning","display_name":"Cross-Modality Person Re-Identification via Modality-Aware Collaborative Ensemble Learning","publication_year":2020,"publication_date":"2020-01-01","ids":{"openalex":"https://openalex.org/W3033235266","doi":"https://doi.org/10.1109/tip.2020.2998275","mag":"3033235266"},"language":"en","primary_location":{"id":"doi:10.1109/tip.2020.2998275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2998275","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","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/A5008999954","display_name":"Mang Ye","orcid":"https://orcid.org/0000-0003-3989-7655"},"institutions":[{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]}],"countries":["AE"],"is_corresponding":true,"raw_author_name":"Mang Ye","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210116052"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5055543314","display_name":"Xiangyuan Lan","orcid":"https://orcid.org/0000-0001-8564-0346"},"institutions":[{"id":"https://openalex.org/I141568987","display_name":"Hong Kong Baptist University","ror":"https://ror.org/0145fw131","country_code":"HK","type":"education","lineage":["https://openalex.org/I141568987"]}],"countries":["HK"],"is_corresponding":false,"raw_author_name":"Xiangyuan Lan","raw_affiliation_strings":["Department of Computer Science, Hong Kong Baptist University, Hong Kong"],"affiliations":[{"raw_affiliation_string":"Department of Computer Science, Hong Kong Baptist University, Hong Kong","institution_ids":["https://openalex.org/I141568987"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015552513","display_name":"Qingming Leng","orcid":"https://orcid.org/0000-0002-9395-5863"},"institutions":[{"id":"https://openalex.org/I134626604","display_name":"Jiujiang University","ror":"https://ror.org/0066vpg85","country_code":"CN","type":"education","lineage":["https://openalex.org/I134626604"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qingming Leng","raw_affiliation_strings":["Jiujiang University, Jiujiang, China"],"affiliations":[{"raw_affiliation_string":"Jiujiang University, Jiujiang, China","institution_ids":["https://openalex.org/I134626604"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5102851352","display_name":"Jianbing Shen","orcid":"https://orcid.org/0000-0003-2656-3082"},"institutions":[{"id":"https://openalex.org/I125839683","display_name":"Beijing Institute of Technology","ror":"https://ror.org/01skt4w74","country_code":"CN","type":"education","lineage":["https://openalex.org/I125839683","https://openalex.org/I890469752"]},{"id":"https://openalex.org/I4210116052","display_name":"Inception Institute of Artificial Intelligence","ror":"https://ror.org/02664zk40","country_code":"AE","type":"facility","lineage":["https://openalex.org/I4210116052"]}],"countries":["AE","CN"],"is_corresponding":false,"raw_author_name":"Jianbing Shen","raw_affiliation_strings":["Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates","School of Computer Science, Beijing Institute of Technology, Beijing, China"],"affiliations":[{"raw_affiliation_string":"Inception Institute of Artificial Intelligence, Abu Dhabi, United Arab Emirates","institution_ids":["https://openalex.org/I4210116052"]},{"raw_affiliation_string":"School of Computer Science, Beijing Institute of Technology, Beijing, China","institution_ids":["https://openalex.org/I125839683"]}]}],"institutions":[],"countries_distinct_count":3,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5008999954"],"corresponding_institution_ids":["https://openalex.org/I4210116052"],"apc_list":null,"apc_paid":null,"fwci":14.8191,"has_fulltext":false,"cited_by_count":225,"citation_normalized_percentile":{"value":0.99295366,"is_in_top_1_percent":true,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"29","issue":null,"first_page":"9387","last_page":"9399"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":1.0,"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":1.0,"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/T10812","display_name":"Human Pose and Action Recognition","score":0.9922999739646912,"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/T11019","display_name":"Image Enhancement Techniques","score":0.9879000186920166,"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/modality","display_name":"Modality (human\u2013computer interaction)","score":0.8521420955657959},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7508056163787842},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.7182708978652954},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.7029398679733276},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.5624389052391052},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5475248098373413},{"id":"https://openalex.org/keywords/discriminative-model","display_name":"Discriminative model","score":0.5212122201919556},{"id":"https://openalex.org/keywords/convolutional-neural-network","display_name":"Convolutional neural network","score":0.4854336380958557},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.46245670318603516},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.4424087703227997}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.8521420955657959},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7508056163787842},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.7182708978652954},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.7029398679733276},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.5624389052391052},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5475248098373413},{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.5212122201919556},{"id":"https://openalex.org/C81363708","wikidata":"https://www.wikidata.org/wiki/Q17084460","display_name":"Convolutional neural network","level":2,"score":0.4854336380958557},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.46245670318603516},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.4424087703227997},{"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/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tip.2020.2998275","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tip.2020.2998275","pdf_url":null,"source":{"id":"https://openalex.org/S4210173141","display_name":"IEEE Transactions on Image Processing","issn_l":"1057-7149","issn":["1057-7149","1941-0042"],"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 Image Processing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[{"display_name":"Reduced inequalities","id":"https://metadata.un.org/sdg/10","score":0.7200000286102295}],"awards":[{"id":"https://openalex.org/G7124544518","display_name":null,"funder_award_id":"61562048","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":87,"referenced_works":["https://openalex.org/W1594368566","https://openalex.org/W1821462560","https://openalex.org/W1949591461","https://openalex.org/W2044800651","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2220271458","https://openalex.org/W2264380076","https://openalex.org/W2326180695","https://openalex.org/W2353169560","https://openalex.org/W2520433280","https://openalex.org/W2530816535","https://openalex.org/W2555897561","https://openalex.org/W2570189907","https://openalex.org/W2590973145","https://openalex.org/W2596603442","https://openalex.org/W2598634450","https://openalex.org/W2604145683","https://openalex.org/W2604211872","https://openalex.org/W2604463754","https://openalex.org/W2612135493","https://openalex.org/W2769346661","https://openalex.org/W2777534232","https://openalex.org/W2788846526","https://openalex.org/W2788988323","https://openalex.org/W2792373886","https://openalex.org/W2806176191","https://openalex.org/W2806183416","https://openalex.org/W2807912816","https://openalex.org/W2808134123","https://openalex.org/W2808260522","https://openalex.org/W2885709146","https://openalex.org/W2889360667","https://openalex.org/W2896283308","https://openalex.org/W2904949947","https://openalex.org/W2904973725","https://openalex.org/W2909398625","https://openalex.org/W2909593838","https://openalex.org/W2912406707","https://openalex.org/W2941841895","https://openalex.org/W2951970475","https://openalex.org/W2954773727","https://openalex.org/W2958063640","https://openalex.org/W2963373431","https://openalex.org/W2963557071","https://openalex.org/W2963597983","https://openalex.org/W2963777788","https://openalex.org/W2963842104","https://openalex.org/W2963882743","https://openalex.org/W2963901085","https://openalex.org/W2964220233","https://openalex.org/W2970390221","https://openalex.org/W2979372598","https://openalex.org/W2979579363","https://openalex.org/W2979973052","https://openalex.org/W2981396627","https://openalex.org/W2982170673","https://openalex.org/W2990211277","https://openalex.org/W2996167212","https://openalex.org/W2996695408","https://openalex.org/W2998792609","https://openalex.org/W2999458807","https://openalex.org/W3003755145","https://openalex.org/W3004021322","https://openalex.org/W3035314413","https://openalex.org/W3035673257","https://openalex.org/W3099899804","https://openalex.org/W3100587600","https://openalex.org/W3101862707","https://openalex.org/W3105077954","https://openalex.org/W3122238731","https://openalex.org/W6638523607","https://openalex.org/W6730323794","https://openalex.org/W6735531217","https://openalex.org/W6735711420","https://openalex.org/W6736298909","https://openalex.org/W6736696968","https://openalex.org/W6746255304","https://openalex.org/W6748621115","https://openalex.org/W6752186649","https://openalex.org/W6752523896","https://openalex.org/W6763592065","https://openalex.org/W6764051988","https://openalex.org/W6765843172","https://openalex.org/W6766134489","https://openalex.org/W6771967508","https://openalex.org/W6798055677"],"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/W2167701463","https://openalex.org/W2110287964","https://openalex.org/W4307407935","https://openalex.org/W649759291"],"abstract_inverted_index":{"Visible":[0],"thermal":[1],"person":[2],"re-identification":[3],"(VT-ReID)":[4],"is":[5],"a":[6,63,158,186],"challenging":[7],"cross-modality":[8,31,175],"pedestrian":[9],"retrieval":[10],"problem":[11],"due":[12],"to":[13,124,143],"the":[14,37,43,81,126,131,145,150,168,179,194,200],"large":[15,187],"intra-class":[16],"variations":[17],"and":[18,87,117,149,167,197],"modality":[19,44,127,146,151],"discrepancy":[20],"across":[21],"different":[22,135],"cameras.":[23],"Existing":[24],"VT-ReID":[25],"methods":[26,100],"mainly":[27],"focus":[28],"on":[29,173,193,199],"learning":[30,69,141,160],"sharable":[32,73,103,147],"feature":[33,40,85,91],"representations":[34],"by":[35,101,185],"handling":[36],"modality-discrepancy":[38,82],"in":[39,46,55,83,107],"level.":[41,89],"However,":[42],"difference":[45],"classifier":[47,88,111,148],"level":[48,86],"has":[49],"received":[50],"much":[51,95],"less":[52],"attention,":[53],"resulting":[54],"limited":[56],"discriminability.":[57],"In":[58,90,110,154],"this":[59],"paper,":[60],"we":[61,113,137,156],"propose":[62,138],"novel":[64],"modality-aware":[65],"collaborative":[66,159],"ensemble":[67,140,169],"(MACE)":[68],"method":[70,181],"with":[71],"middle-level":[72,105],"two-stream":[74],"network":[75],"(MSTN)":[76],"for":[77,121],"VT-ReID,":[78],"which":[79,162],"handles":[80],"both":[84,115],"level,":[92,112],"MSTN":[93],"achieves":[94],"better":[96],"performance":[97],"than":[98],"existing":[99],"capturing":[102],"discriminative":[104],"features":[106],"convolutional":[108],"layers.":[109],"introduce":[114,157],"modality-specific":[116,164],"modality-sharable":[118],"identity":[119,165],"classifiers":[120],"two":[122,174],"modalities":[123],"handle":[125],"discrepancy.":[128],"To":[129],"utilize":[130],"complementary":[132],"information":[133],"among":[134],"classifiers,":[136],"an":[139],"scheme":[142],"incorporate":[144],"specific":[152],"classifiers.":[153],"addition,":[155],"strategy,":[161],"regularizes":[163],"predictions":[166],"outputs.":[170],"Extensive":[171],"experiments":[172],"datasets":[176],"demonstrate":[177],"that":[178],"proposed":[180],"outperforms":[182],"current":[183],"state-of-the-art":[184],"margin,":[188],"achieving":[189],"rank-1/mAP":[190],"accuracy":[191],"51.64%/50.11%":[192],"SYSU-MM01":[195],"dataset,":[196],"72.37%/69.09%":[198],"RegDB":[201],"dataset.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":33},{"year":2024,"cited_by_count":38},{"year":2023,"cited_by_count":48},{"year":2022,"cited_by_count":51},{"year":2021,"cited_by_count":44},{"year":2020,"cited_by_count":8}],"updated_date":"2026-04-07T14:57:38.498316","created_date":"2020-06-12T00:00:00"}
