{"id":"https://openalex.org/W4404194473","doi":"https://doi.org/10.1007/s40747-024-01646-2","title":"Attention-enhanced multimodal feature fusion network for clothes-changing person re-identification","display_name":"Attention-enhanced multimodal feature fusion network for clothes-changing person re-identification","publication_year":2024,"publication_date":"2024-11-08","ids":{"openalex":"https://openalex.org/W4404194473","doi":"https://doi.org/10.1007/s40747-024-01646-2"},"language":"en","primary_location":{"id":"doi:10.1007/s40747-024-01646-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01646-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01646-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01646-2.pdf","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101512577","display_name":"Yongkang Ding","orcid":"https://orcid.org/0009-0008-8574-7993"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yongkang Ding","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China","institution_ids":["https://openalex.org/I9842412"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5014312058","display_name":"Jiechen Li","orcid":"https://orcid.org/0000-0002-9154-7161"},"institutions":[{"id":"https://openalex.org/I1174212","display_name":"University of Southern California","ror":"https://ror.org/03taz7m60","country_code":"US","type":"education","lineage":["https://openalex.org/I1174212"]}],"countries":["US"],"is_corresponding":true,"raw_author_name":"Jiechen Li","raw_affiliation_strings":["Engineering in Electrical Engineering, University of southern California, 95035, Milpitas, USA"],"affiliations":[{"raw_affiliation_string":"Engineering in Electrical Engineering, University of southern California, 95035, Milpitas, USA","institution_ids":["https://openalex.org/I1174212"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100663935","display_name":"Hao Wang","orcid":"https://orcid.org/0000-0002-3048-8268"},"institutions":[{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Hao Wang","raw_affiliation_strings":["School of Computer Science, Carnegie Mellon University, 15213, Pittsburgh, USA"],"affiliations":[{"raw_affiliation_string":"School of Computer Science, Carnegie Mellon University, 15213, Pittsburgh, USA","institution_ids":["https://openalex.org/I74973139"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102987222","display_name":"Ziang Liu","orcid":"https://orcid.org/0009-0004-4214-3648"},"institutions":[{"id":"https://openalex.org/I58610484","display_name":"Seattle University","ror":"https://ror.org/02jqc0m91","country_code":"US","type":"education","lineage":["https://openalex.org/I58610484"]},{"id":"https://openalex.org/I74973139","display_name":"Carnegie Mellon University","ror":"https://ror.org/05x2bcf33","country_code":"US","type":"education","lineage":["https://openalex.org/I74973139"]}],"countries":["US"],"is_corresponding":false,"raw_author_name":"Ziang Liu","raw_affiliation_strings":["Electrical and Computer Engineering, Carnegie Mellon University, 98105, Seattle, USA"],"affiliations":[{"raw_affiliation_string":"Electrical and Computer Engineering, Carnegie Mellon University, 98105, Seattle, USA","institution_ids":["https://openalex.org/I74973139","https://openalex.org/I58610484"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100379006","display_name":"Anqi Wang","orcid":"https://orcid.org/0009-0000-5321-8917"},"institutions":[{"id":"https://openalex.org/I9842412","display_name":"Nanjing University of Aeronautics and Astronautics","ror":"https://ror.org/01scyh794","country_code":"CN","type":"education","lineage":["https://openalex.org/I9842412"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Anqi Wang","raw_affiliation_strings":["College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China"],"affiliations":[{"raw_affiliation_string":"College of Computer Science and Technology, Nanjing University of Aeronautics and Astronautics, Nanjing, 210016, China","institution_ids":["https://openalex.org/I9842412"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5014312058"],"corresponding_institution_ids":["https://openalex.org/I1174212"],"apc_list":{"value":1320,"currency":"GBP","value_usd":1619},"apc_paid":{"value":1320,"currency":"GBP","value_usd":1619},"fwci":4.6073,"has_fulltext":true,"cited_by_count":18,"citation_normalized_percentile":{"value":0.95957722,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":97,"max":100},"biblio":{"volume":"11","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9980999827384949,"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":0.9980999827384949,"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":0.9843999743461609,"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":0.9455999732017517,"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/computational-intelligence","display_name":"Computational intelligence","score":0.8067898750305176},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6908432841300964},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.6601970195770264},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6253437995910645},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.5389334559440613},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5377632975578308},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.533768892288208}],"concepts":[{"id":"https://openalex.org/C139502532","wikidata":"https://www.wikidata.org/wiki/Q1122090","display_name":"Computational intelligence","level":2,"score":0.8067898750305176},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6908432841300964},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.6601970195770264},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6253437995910645},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.5389334559440613},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5377632975578308},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.533768892288208},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C95457728","wikidata":"https://www.wikidata.org/wiki/Q309","display_name":"History","level":0,"score":0.0},{"id":"https://openalex.org/C166957645","wikidata":"https://www.wikidata.org/wiki/Q23498","display_name":"Archaeology","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/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":2,"locations":[{"id":"doi:10.1007/s40747-024-01646-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01646-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01646-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:2e8ba9afc8fb474984f7eb0306c70674","is_oa":true,"landing_page_url":"https://doaj.org/article/2e8ba9afc8fb474984f7eb0306c70674","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Complex & Intelligent Systems, Vol 11, Iss 1, Pp 1-15 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1007/s40747-024-01646-2","is_oa":true,"landing_page_url":"https://doi.org/10.1007/s40747-024-01646-2","pdf_url":"https://link.springer.com/content/pdf/10.1007/s40747-024-01646-2.pdf","source":{"id":"https://openalex.org/S3035462843","display_name":"Complex & Intelligent Systems","issn_l":"2198-6053","issn":["2198-6053","2199-4536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310319900","host_organization_name":"Springer Science+Business Media","host_organization_lineage":["https://openalex.org/P4310319900","https://openalex.org/P4310319965"],"host_organization_lineage_names":["Springer Science+Business Media","Springer Nature"],"type":"journal"},"license":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Complex & Intelligent Systems","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4404194473.pdf","grobid_xml":"https://content.openalex.org/works/W4404194473.grobid-xml"},"referenced_works_count":40,"referenced_works":["https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2240536489","https://openalex.org/W2598915960","https://openalex.org/W2755856537","https://openalex.org/W2963842104","https://openalex.org/W2980073905","https://openalex.org/W2981959899","https://openalex.org/W2988964414","https://openalex.org/W2990827756","https://openalex.org/W2990928867","https://openalex.org/W2994675267","https://openalex.org/W2998508940","https://openalex.org/W3092106049","https://openalex.org/W3112897560","https://openalex.org/W3115484111","https://openalex.org/W3115879670","https://openalex.org/W3119699484","https://openalex.org/W3174141591","https://openalex.org/W3175075852","https://openalex.org/W3186064588","https://openalex.org/W3189128863","https://openalex.org/W3206866525","https://openalex.org/W3210203569","https://openalex.org/W3214294103","https://openalex.org/W4214736485","https://openalex.org/W4220751791","https://openalex.org/W4283256966","https://openalex.org/W4287251614","https://openalex.org/W4312453698","https://openalex.org/W4319068770","https://openalex.org/W4321349508","https://openalex.org/W4327744039","https://openalex.org/W4377235190","https://openalex.org/W4386071639","https://openalex.org/W4386544112","https://openalex.org/W4387307565","https://openalex.org/W4392142672","https://openalex.org/W4393031985","https://openalex.org/W4398245468"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2358836583","https://openalex.org/W2064629212","https://openalex.org/W2387983088","https://openalex.org/W2135888309","https://openalex.org/W3080469217","https://openalex.org/W791876968","https://openalex.org/W2768638338"],"abstract_inverted_index":{"Clothes-Changing":[0],"Person":[1],"Re-Identification":[2],"is":[3],"a":[4,60,140],"challenging":[5],"problem":[6],"in":[7,48,117,181],"computer":[8],"vision,":[9],"primarily":[10],"due":[11],"to":[12,28,129,151],"the":[13,41,46,65,75,102,106,113,127,134,148,175,188],"appearance":[14,104],"variations":[15],"caused":[16],"by":[17,83],"clothing":[18,36,44,78,185],"changes":[19,79],"across":[20],"different":[21],"camera":[22],"views.":[23],"This":[24],"poses":[25],"significant":[26,184],"challenges":[27,39],"traditional":[29],"person":[30],"re-identification":[31],"techniques":[32],"that":[33,145,168],"rely":[34],"on":[35,80,174],"features.":[37,53],"These":[38],"include":[40],"inconsistency":[42],"of":[43,77,105,115,133,198],"and":[45,91,119,155,162,177,190,200],"difficulty":[47],"learning":[49],"reliable":[50],"clothing-irrelevant":[51,92,120],"local":[52],"To":[54],"address":[55],"this":[56],"issue,":[57],"we":[58,138],"propose":[59],"novel":[61],"network":[62],"architecture":[63],"called":[64],"Attention-Enhanced":[66],"Multimodal":[67],"Feature":[68],"Fusion":[69],"Network":[70],"(AE-Net).":[71],"AE-Net":[72,169,193],"effectively":[73],"mitigates":[74],"impact":[76],"recognition":[81,160],"accuracy":[82,161,196],"integrating":[84],"RGB":[85],"global":[86,99,156],"features,":[87,90],"grayscale":[88,108],"image":[89,109],"features":[93,100,110,121,131],"obtained":[94],"through":[95],"semantic":[96,124],"segmentation.":[97],"Specifically,":[98],"capture":[101,152],"overall":[103],"person;":[107],"help":[111],"eliminate":[112],"interference":[114],"color":[116],"recognition;":[118],"derived":[122],"from":[123],"segmentation":[125],"enforce":[126],"model":[128],"learn":[130],"independent":[132],"person\u2019s":[135],"clothing.":[136],"Additionally,":[137],"introduce":[139],"multi-scale":[141],"fusion":[142],"attention":[143],"mechanism":[144],"further":[146],"enhances":[147],"model\u2019s":[149],"ability":[150],"both":[153],"detailed":[154],"structures,":[157],"thereby":[158],"improving":[159],"robustness.":[163],"Extensive":[164],"experimental":[165],"results":[166],"demonstrate":[167],"outperforms":[170],"several":[171],"state-of-the-art":[172],"methods":[173],"PRCC":[176,189],"LTCC":[178,191],"datasets,":[179,192],"particularly":[180],"scenarios":[182],"with":[183],"changes.":[186],"On":[187],"achieves":[194],"Top-1":[195],"rates":[197],"60.4%":[199],"42.9%,":[201],"respectively.":[202]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":17}],"updated_date":"2026-03-17T17:19:04.345684","created_date":"2025-10-10T00:00:00"}