{"id":"https://openalex.org/W4309345936","doi":"https://doi.org/10.1109/smc53654.2022.9945467","title":"Fusional Modality and Distribution Alignment Learning for Visible-Infrared Person Re-Identification","display_name":"Fusional Modality and Distribution Alignment Learning for Visible-Infrared Person Re-Identification","publication_year":2022,"publication_date":"2022-10-09","ids":{"openalex":"https://openalex.org/W4309345936","doi":"https://doi.org/10.1109/smc53654.2022.9945467"},"language":"en","primary_location":{"id":"doi:10.1109/smc53654.2022.9945467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945467","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"},"type":"conference-paper","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/A5101423177","display_name":"Yuxiang Sun","orcid":"https://orcid.org/0000-0003-0165-7664"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuxiang Sun","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5040889357","display_name":"Ke Qi","orcid":"https://orcid.org/0000-0003-1543-6598"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ke Qi","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100693236","display_name":"Wenbin Chen","orcid":"https://orcid.org/0000-0001-8305-0764"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenbin Chen","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5008776627","display_name":"Wei Xiong","orcid":"https://orcid.org/0000-0002-2532-2503"},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Xiong","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103282475","display_name":"Peiyue Li","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Peiyue Li","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5059961257","display_name":"Zhuxian Liu","orcid":null},"institutions":[{"id":"https://openalex.org/I37987034","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06","country_code":"CN","type":"education","lineage":["https://openalex.org/I37987034"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhuxian Liu","raw_affiliation_strings":["Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Guangzhou University,School of Computer Science and Cyber Engineering,Guangzhou,China","institution_ids":["https://openalex.org/I37987034"]},{"raw_affiliation_string":"School of Computer Science and Cyber Engineering, Guangzhou University, Guangzhou, China","institution_ids":["https://openalex.org/I37987034"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I37987034"],"apc_list":null,"apc_paid":null,"fwci":0.2774,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.61491504,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"3242","last_page":"3248"},"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/T10036","display_name":"Advanced Neural Network Applications","score":0.9990000128746033,"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":0.9970999956130981,"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":0.9289392232894897},{"id":"https://openalex.org/keywords/modalities","display_name":"Modalities","score":0.7537627220153809},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6903036832809448},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6757526993751526},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6677490472793579},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5314297676086426},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.5095541477203369},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.4982445240020752},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.4617047905921936},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.08528053760528564}],"concepts":[{"id":"https://openalex.org/C2780226545","wikidata":"https://www.wikidata.org/wiki/Q6888030","display_name":"Modality (human\u2013computer interaction)","level":2,"score":0.9289392232894897},{"id":"https://openalex.org/C2779903281","wikidata":"https://www.wikidata.org/wiki/Q6888026","display_name":"Modalities","level":2,"score":0.7537627220153809},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6903036832809448},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6757526993751526},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6677490472793579},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5314297676086426},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.5095541477203369},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.4982445240020752},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.4617047905921936},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.08528053760528564},{"id":"https://openalex.org/C144024400","wikidata":"https://www.wikidata.org/wiki/Q21201","display_name":"Sociology","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},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/smc53654.2022.9945467","is_oa":false,"landing_page_url":"https://doi.org/10.1109/smc53654.2022.9945467","pdf_url":null,"source":{"id":"https://openalex.org/S4363607746","display_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"conference"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2022 IEEE International Conference on Systems, Man, and Cybernetics (SMC)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320328715","display_name":"Guangzhou University","ror":"https://ror.org/05ar8rn06"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":36,"referenced_works":["https://openalex.org/W2474574787","https://openalex.org/W2596603442","https://openalex.org/W2606377603","https://openalex.org/W2620998106","https://openalex.org/W2777534232","https://openalex.org/W2795758732","https://openalex.org/W2808260522","https://openalex.org/W2889945482","https://openalex.org/W2954773727","https://openalex.org/W2963047834","https://openalex.org/W2963049565","https://openalex.org/W2963532621","https://openalex.org/W2963842104","https://openalex.org/W2979372598","https://openalex.org/W2979931389","https://openalex.org/W2985033611","https://openalex.org/W2997877744","https://openalex.org/W2998508940","https://openalex.org/W2998792609","https://openalex.org/W3034236897","https://openalex.org/W3034303554","https://openalex.org/W3034494316","https://openalex.org/W3034519219","https://openalex.org/W3035673257","https://openalex.org/W3049045914","https://openalex.org/W3088032605","https://openalex.org/W3100506510","https://openalex.org/W3106715802","https://openalex.org/W3107848599","https://openalex.org/W3108381568","https://openalex.org/W3176633985","https://openalex.org/W3202750592","https://openalex.org/W3207905476","https://openalex.org/W6765538262","https://openalex.org/W6771967508","https://openalex.org/W6783445175"],"related_works":["https://openalex.org/W2613123485","https://openalex.org/W311766550","https://openalex.org/W2012466265","https://openalex.org/W1504288058","https://openalex.org/W2102575890","https://openalex.org/W2331674254","https://openalex.org/W2167293474","https://openalex.org/W3042897387","https://openalex.org/W2048505601","https://openalex.org/W2401036251"],"abstract_inverted_index":{"The":[0],"Visible-Infrared":[1],"Person":[2],"Re-Identification":[3],"(VI-ReID)":[4],"task":[5,23],"aims":[6],"to":[7,25,42,69,77,106,115,166],"retrieval":[8],"pedestrian":[9],"images":[10],"with":[11],"the":[12,26,39,44,111,117,120,123,137,140,143],"same":[13],"labels":[14],"across":[15],"different":[16,124,144],"modalities.":[17],"VI-ReID":[18],"is":[19],"a":[20,60,84,93,128,147],"very":[21],"challenging":[22],"due":[24],"huge":[27],"intra-modality":[28],"variation":[29],"and":[30,63,73,101],"cross-modality":[31,55],"gap.":[32],"Existing":[33],"methods":[34],"are":[35],"mainly":[36],"based":[37],"on":[38,153],"feature":[40,80],"alignment":[41,65],"mitigate":[43,54,70,107,116],"modality\u2019s":[45,71,75],"gap,":[46],"however,":[47],"using":[48],"only":[49,103],"feature-level":[50],"constraints":[51],"does":[52],"not":[53],"gap":[56,72,109],"well.":[57],"We":[58],"propose":[59],"fusional":[61,86,94],"modality":[62,87,95,108],"distribution":[64,76,121,141],"learning":[66],"network":[67],"(FMADALNet)":[68],"align":[74],"learn":[78],"modality-shared":[79,104],"representations.":[81],"FMADALNet":[82],"contains":[83,102],"lightweight":[85],"generation":[88],"module":[89],"(FMGM).":[90],"FMGM":[91],"constructs":[92],"that":[96,158],"incorporates":[97],"heterogeneous":[98],"image":[99],"features":[100],"information":[105],"at":[110],"pixel-level.":[112],"In":[113],"addition,":[114],"differences":[118,138],"in":[119,139,146],"of":[122,142],"modalities,":[125],"we":[126],"design":[127],"Hetero-center":[129],"Maximum":[130],"Mean":[131],"Discrepancy":[132],"loss":[133],"(HcMMD),":[134],"which":[135],"reduces":[136],"modalities":[145],"displaying":[148],"manner.":[149],"Extensive":[150],"experimental":[151],"results":[152],"two":[154],"public":[155],"datasets":[156],"show":[157],"our":[159],"proposed":[160],"method":[161],"achieves":[162],"impressive":[163],"performance":[164],"compared":[165],"state-of-the-art":[167],"methods.":[168]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2023,"cited_by_count":1}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}
