{"id":"https://openalex.org/W4406903260","doi":"https://doi.org/10.1145/3715330","title":"Multi-Scale Dynamic Fusion for Visible-Infrared Person Re-Identification","display_name":"Multi-Scale Dynamic Fusion for Visible-Infrared Person Re-Identification","publication_year":2025,"publication_date":"2025-01-28","ids":{"openalex":"https://openalex.org/W4406903260","doi":"https://doi.org/10.1145/3715330"},"language":"en","primary_location":{"id":"doi:10.1145/3715330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715330","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","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":"Shen Wang","orcid":"https://orcid.org/0009-0008-8979-9774"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Shen Wang","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","College of Intelligent Systems Science and Engineering, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0009-0008-8979-9774","affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":null,"display_name":"Yu Wang","orcid":"https://orcid.org/0009-0004-2621-2981"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yu Wang","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","College of Intelligent Systems Science and Engineering, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0009-0004-2621-2981","affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5010341944","display_name":"Renjie Qiao","orcid":"https://orcid.org/0000-0001-7580-0553"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Renjie Qiao","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","College of Intelligent Systems Science and Engineering, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0000-0001-7580-0553","affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102012979","display_name":"Kejun Wu","orcid":"https://orcid.org/0000-0001-9859-9573"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Kejun Wu","raw_affiliation_strings":["School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","School of Electronic Information and Communications, Huazhong University of Science and Technology, China"],"raw_orcid":"https://orcid.org/0000-0001-9859-9573","affiliations":[{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Electronic Information and Communications, Huazhong University of Science and Technology, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051264473","display_name":"Chia\u2010Wen Lin","orcid":"https://orcid.org/0000-0002-9097-2318"},"institutions":[{"id":"https://openalex.org/I25846049","display_name":"National Tsing Hua University","ror":"https://ror.org/00zdnkx70","country_code":"TW","type":"education","lineage":["https://openalex.org/I25846049"]}],"countries":["TW"],"is_corresponding":false,"raw_author_name":"Chia-Wen Lin","raw_affiliation_strings":["Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan","Department of Electrical Engineering, National Tsing Hua University, Taiwan"],"raw_orcid":"https://orcid.org/0000-0002-9097-2318","affiliations":[{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University, Hsinchu, Taiwan","institution_ids":["https://openalex.org/I25846049"]},{"raw_affiliation_string":"Department of Electrical Engineering, National Tsing Hua University, Taiwan","institution_ids":["https://openalex.org/I25846049"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101693642","display_name":"Chengtao Cai","orcid":"https://orcid.org/0000-0002-3475-6098"},"institutions":[{"id":"https://openalex.org/I151727225","display_name":"Harbin Engineering University","ror":"https://ror.org/03x80pn82","country_code":"CN","type":"education","lineage":["https://openalex.org/I151727225"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengtao Cai","raw_affiliation_strings":["College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China, Heilongjiang Provincial Key Laboratory of Environment Intelligent Perception, Harbin, China, and Key laboratory of Intelligent Technology and Application of Marine Equipment, Harbin Engineering University, Harbin, China","College of Intelligent Systems Science and Engineering, Harbin Engineering University, China, Heilongjiang Provincial Key Laboratory of Environment Intelligent Perception, Harbin Engineering University, China, and Key laboratory of Intelligent Technology and Application of Marine Equipment, Harbin Engineering University, China"],"raw_orcid":"https://orcid.org/0000-0002-3475-6098","affiliations":[{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, Harbin, China, Heilongjiang Provincial Key Laboratory of Environment Intelligent Perception, Harbin, China, and Key laboratory of Intelligent Technology and Application of Marine Equipment, Harbin Engineering University, Harbin, China","institution_ids":["https://openalex.org/I151727225"]},{"raw_affiliation_string":"College of Intelligent Systems Science and Engineering, Harbin Engineering University, China, Heilongjiang Provincial Key Laboratory of Environment Intelligent Perception, Harbin Engineering University, China, and Key laboratory of Intelligent Technology and Application of Marine Equipment, Harbin Engineering University, China","institution_ids":["https://openalex.org/I151727225"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I151727225"],"apc_list":null,"apc_paid":null,"fwci":6.3228,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":{"value":0.9613647,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"21","issue":"3","first_page":"1","last_page":"24"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9998999834060669,"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":0.9998999834060669,"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9918000102043152,"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":0.9815999865531921,"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":0.8140750527381897},{"id":"https://openalex.org/keywords/infrared","display_name":"Infrared","score":0.5978085398674011},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5378756523132324},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.5067465901374817},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.45527926087379456},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3432639241218567},{"id":"https://openalex.org/keywords/optics","display_name":"Optics","score":0.1705351173877716},{"id":"https://openalex.org/keywords/physics","display_name":"Physics","score":0.07366940379142761}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8140750527381897},{"id":"https://openalex.org/C158355884","wikidata":"https://www.wikidata.org/wiki/Q11388","display_name":"Infrared","level":2,"score":0.5978085398674011},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5378756523132324},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.5067465901374817},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.45527926087379456},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3432639241218567},{"id":"https://openalex.org/C120665830","wikidata":"https://www.wikidata.org/wiki/Q14620","display_name":"Optics","level":1,"score":0.1705351173877716},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.07366940379142761},{"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},{"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},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3715330","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3715330","pdf_url":null,"source":{"id":"https://openalex.org/S19610489","display_name":"ACM Transactions on Multimedia Computing Communications and Applications","issn_l":"1551-6857","issn":["1551-6857","1551-6865"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319798","host_organization_name":"Association for Computing Machinery","host_organization_lineage":["https://openalex.org/P4310319798"],"host_organization_lineage_names":["Association for Computing Machinery"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ACM Transactions on Multimedia Computing, Communications, and Applications","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W1677182931","https://openalex.org/W2009688537","https://openalex.org/W2096733369","https://openalex.org/W2112796928","https://openalex.org/W2187089797","https://openalex.org/W2194775991","https://openalex.org/W2584637367","https://openalex.org/W2596603442","https://openalex.org/W2777534232","https://openalex.org/W2808134123","https://openalex.org/W2808260522","https://openalex.org/W2914911817","https://openalex.org/W2954773727","https://openalex.org/W2962858109","https://openalex.org/W2985033611","https://openalex.org/W2996878574","https://openalex.org/W2997877744","https://openalex.org/W2998792609","https://openalex.org/W3034519219","https://openalex.org/W3096831136","https://openalex.org/W3098711604","https://openalex.org/W3107848599","https://openalex.org/W3202750592","https://openalex.org/W3202788649","https://openalex.org/W3207905476","https://openalex.org/W3210946531","https://openalex.org/W4206706211","https://openalex.org/W4214891830","https://openalex.org/W4225117593","https://openalex.org/W4226035400","https://openalex.org/W4284897283","https://openalex.org/W4285088108","https://openalex.org/W4304091801","https://openalex.org/W4312700302","https://openalex.org/W4312936309","https://openalex.org/W4382464306","https://openalex.org/W4382467684","https://openalex.org/W4383556116","https://openalex.org/W4385945197","https://openalex.org/W4386065398","https://openalex.org/W4386136611","https://openalex.org/W4386158703","https://openalex.org/W4387908996","https://openalex.org/W4388366422","https://openalex.org/W4388441846","https://openalex.org/W4390872471","https://openalex.org/W4390873934","https://openalex.org/W4391021823","https://openalex.org/W4391541320","https://openalex.org/W4393034333","https://openalex.org/W4399435786","https://openalex.org/W4400489899","https://openalex.org/W4402727230","https://openalex.org/W4402774432","https://openalex.org/W4402979678","https://openalex.org/W4402980559","https://openalex.org/W4404314508","https://openalex.org/W4405717860","https://openalex.org/W6739901393"],"related_works":["https://openalex.org/W2374614594","https://openalex.org/W2898732673","https://openalex.org/W2410053581","https://openalex.org/W2383658677","https://openalex.org/W3123203398","https://openalex.org/W2391549584","https://openalex.org/W2099421762","https://openalex.org/W2362091980","https://openalex.org/W2530546662","https://openalex.org/W2391203560"],"abstract_inverted_index":{"Visible-infrared":[0],"person":[1],"re-identification":[2],"(VI-ReID)":[3],"aims":[4],"to":[5,18,41,82,99],"match":[6],"persons":[7],"across":[8],"visible":[9,95],"and":[10,27,64,77,96,123,143],"infrared":[11,97],"modalities;":[12],"however,":[13],"its":[14],"performance":[15],"is":[16],"prone":[17],"complex":[19,136],"dynamic":[20,137],"scenes,":[21],"such":[22],"as":[23],"occlusions,":[24,140],"background":[25,141],"shifts,":[26,142],"pose":[28,144],"changes.":[29,145],"In":[30],"this":[31],"paper,":[32],"we":[33],"propose":[34],"a":[35],"Multi-scale":[36],"Dynamic":[37,56,60],"Fusion":[38,58],"Network":[39],"(MDFN)":[40],"address":[42],"these":[43],"challenges":[44],"in":[45,135],"the":[46,50,55,107,121],"VI-ReID":[47],"task.":[48],"Specifically,":[49],"proposed":[51],"MDFN":[52,129],"consists":[53],"of":[54,109],"Feature":[57,65],"(DFF),":[59],"Perception":[61],"Enhancement":[62],"(DPE),":[63],"Reweighting":[66],"with":[67,139],"Similarity":[68],"(FRS)":[69],"modules.":[70],"The":[71,87,103],"DFF":[72],"module":[73,89,105],"dynamically":[74],"extracts":[75,90],"local":[76],"long-range":[78],"dependencies":[79],"among":[80],"features":[81,92],"obtain":[83],"finer-grained":[84],"discriminative":[85],"features.":[86],"DPE":[88],"multi-scale":[91],"from":[93],"both":[94],"modalities":[98],"generate":[100],"diverse":[101],"embeddings.":[102],"FRS":[104],"mitigates":[106],"impact":[108],"information":[110],"imbalance":[111],"between":[112],"modalities,":[113],"thereby":[114],"further":[115],"improving":[116],"performance.":[117],"Extensive":[118],"experiments":[119],"on":[120],"SYSU-MM01":[122],"RegDB":[124],"datasets":[125],"show":[126],"that":[127],"our":[128],"outperforms":[130],"other":[131],"state-of-the-art":[132],"methods,":[133],"especially":[134],"scenes":[138]},"counts_by_year":[{"year":2026,"cited_by_count":2},{"year":2025,"cited_by_count":4}],"updated_date":"2026-05-12T08:28:47.272897","created_date":"2025-10-10T00:00:00"}