{"id":"https://openalex.org/W4402979846","doi":"https://doi.org/10.1109/icme57554.2024.10687558","title":"Discriminative Pedestrian Features and Gated Channel Attention for Clothes-Changing Person Re-Identification","display_name":"Discriminative Pedestrian Features and Gated Channel Attention for Clothes-Changing Person Re-Identification","publication_year":2024,"publication_date":"2024-07-15","ids":{"openalex":"https://openalex.org/W4402979846","doi":"https://doi.org/10.1109/icme57554.2024.10687558"},"language":"en","primary_location":{"id":"doi:10.1109/icme57554.2024.10687558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme57554.2024.10687558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},"type":"article","indexed_in":["arxiv","crossref"],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/2410.21663","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/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]},{"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":true,"raw_author_name":"Yongkang Ding","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","College of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5081284290","display_name":"Rui Mao","orcid":"https://orcid.org/0000-0001-5345-8128"},"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"]},{"id":"https://openalex.org/I140221134","display_name":"Anhui Agricultural University","ror":"https://ror.org/0327f3359","country_code":"CN","type":"education","lineage":["https://openalex.org/I140221134"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Rui Mao","raw_affiliation_strings":["Anhui Agriculture University,School of Information and Artificial Intelligence,Hefei,China","Nanjing University of Aeronautics and Astronautics Nanjing, China","School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","College of Computer Science and Technology"],"affiliations":[{"raw_affiliation_string":"Anhui Agriculture University,School of Information and Artificial Intelligence,Hefei,China","institution_ids":["https://openalex.org/I140221134"]},{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics Nanjing, China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","institution_ids":[]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5108649771","display_name":"Hanyue Zhu","orcid":null},"institutions":[{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]},{"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":"Hanyue Zhu","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","College of Computer Science and Technology","School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5015278079","display_name":"Anqi Wang","orcid":"https://orcid.org/0009-0008-2842-2228"},"institutions":[{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]},{"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":["Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","College of Computer Science and Technology","School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100618147","display_name":"Liyan Zhang","orcid":"https://orcid.org/0000-0002-1549-3317"},"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"]},{"id":"https://openalex.org/I4390039265","display_name":"PRG S&Tech (South Korea)","ror":"https://ror.org/02sr2ee22","country_code":null,"type":"company","lineage":["https://openalex.org/I4390039265"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liyan Zhang","raw_affiliation_strings":["Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","College of Computer Science and Technology","School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China"],"affiliations":[{"raw_affiliation_string":"Nanjing University of Aeronautics and Astronautics,College of Computer Science and Technology,Nanjing,China","institution_ids":["https://openalex.org/I9842412"]},{"raw_affiliation_string":"College of Computer Science and Technology","institution_ids":["https://openalex.org/I4390039265"]},{"raw_affiliation_string":"School of Information and Artificial Intelligence Anhui Agriculture University Hefei, China","institution_ids":[]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5101512577"],"corresponding_institution_ids":["https://openalex.org/I4390039265","https://openalex.org/I9842412"],"apc_list":null,"apc_paid":null,"fwci":1.5218,"has_fulltext":true,"cited_by_count":6,"citation_normalized_percentile":{"value":0.84252132,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"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/T11448","display_name":"Face recognition and analysis","score":0.9958000183105469,"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":0.9944999814033508,"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/discriminative-model","display_name":"Discriminative model","score":0.7706270217895508},{"id":"https://openalex.org/keywords/pedestrian","display_name":"Pedestrian","score":0.7211400866508484},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6035982370376587},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5744416117668152},{"id":"https://openalex.org/keywords/channel","display_name":"Channel (broadcasting)","score":0.5243171453475952},{"id":"https://openalex.org/keywords/clothing","display_name":"Clothing","score":0.5150337219238281},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.364755243062973},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.16526579856872559},{"id":"https://openalex.org/keywords/transport-engineering","display_name":"Transport engineering","score":0.12233322858810425},{"id":"https://openalex.org/keywords/computer-network","display_name":"Computer network","score":0.11540734767913818},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.06885215640068054}],"concepts":[{"id":"https://openalex.org/C97931131","wikidata":"https://www.wikidata.org/wiki/Q5282087","display_name":"Discriminative model","level":2,"score":0.7706270217895508},{"id":"https://openalex.org/C2777113093","wikidata":"https://www.wikidata.org/wiki/Q221488","display_name":"Pedestrian","level":2,"score":0.7211400866508484},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6035982370376587},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5744416117668152},{"id":"https://openalex.org/C127162648","wikidata":"https://www.wikidata.org/wiki/Q16858953","display_name":"Channel (broadcasting)","level":2,"score":0.5243171453475952},{"id":"https://openalex.org/C530175646","wikidata":"https://www.wikidata.org/wiki/Q11460","display_name":"Clothing","level":2,"score":0.5150337219238281},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.364755243062973},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.16526579856872559},{"id":"https://openalex.org/C22212356","wikidata":"https://www.wikidata.org/wiki/Q775325","display_name":"Transport engineering","level":1,"score":0.12233322858810425},{"id":"https://openalex.org/C31258907","wikidata":"https://www.wikidata.org/wiki/Q1301371","display_name":"Computer network","level":1,"score":0.11540734767913818},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.06885215640068054},{"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/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/icme57554.2024.10687558","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icme57554.2024.10687558","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 IEEE International Conference on Multimedia and Expo (ICME)","raw_type":"proceedings-article"},{"id":"pmh:oai:arXiv.org:2410.21663","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.21663","pdf_url":"https://arxiv.org/pdf/2410.21663","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"}],"best_oa_location":{"id":"pmh:oai:arXiv.org:2410.21663","is_oa":true,"landing_page_url":"http://arxiv.org/abs/2410.21663","pdf_url":"https://arxiv.org/pdf/2410.21663","source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":null,"raw_type":"text"},"sustainable_development_goals":[{"score":0.7400000095367432,"id":"https://metadata.un.org/sdg/10","display_name":"Reduced inequalities"}],"awards":[],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322769","display_name":"Natural Science Foundation of Jiangsu Province","ror":"https://ror.org/01h0zpd94"}],"has_content":{"pdf":true,"grobid_xml":false},"content_urls":{"pdf":"https://content.openalex.org/works/W4402979846.pdf"},"referenced_works_count":27,"referenced_works":["https://openalex.org/W1522301498","https://openalex.org/W2108598243","https://openalex.org/W2194775991","https://openalex.org/W2519936666","https://openalex.org/W2598634450","https://openalex.org/W2598915960","https://openalex.org/W2832876791","https://openalex.org/W2963842104","https://openalex.org/W2980073905","https://openalex.org/W2981959899","https://openalex.org/W2994675267","https://openalex.org/W2998508940","https://openalex.org/W3034552520","https://openalex.org/W3035275216","https://openalex.org/W3112897560","https://openalex.org/W3115484111","https://openalex.org/W3115879670","https://openalex.org/W3174141591","https://openalex.org/W3186064588","https://openalex.org/W4214736485","https://openalex.org/W4287251614","https://openalex.org/W4312453698","https://openalex.org/W4386350808","https://openalex.org/W4391477508","https://openalex.org/W4392142672","https://openalex.org/W6631190155","https://openalex.org/W6735531217"],"related_works":["https://openalex.org/W2738456166","https://openalex.org/W2352745894","https://openalex.org/W2057731951","https://openalex.org/W2965546495","https://openalex.org/W2358836583","https://openalex.org/W4389116644","https://openalex.org/W2153315159","https://openalex.org/W2064629212","https://openalex.org/W3103844505","https://openalex.org/W2392100589"],"abstract_inverted_index":{"In":[0],"public":[1],"safety":[2],"and":[3,64,102,141,146],"social":[4],"life,":[5],"the":[6,74,92,96,119,122,139],"task":[7,19],"of":[8,77,121],"Clothes-Changing":[9],"Person":[10],"Re-Identification":[11],"(CC-ReID)":[12],"has":[13],"become":[14],"increasingly":[15],"significant.":[16],"However,":[17],"this":[18,32,34,81],"faces":[20],"considerable":[21],"challenges":[22],"due":[23],"to":[24,54,62],"appearance":[25],"changes":[26],"caused":[27],"by":[28,90],"clothing":[29,78,135],"alterations.":[30],"Addressing":[31],"issue,":[33],"paper":[35],"proposes":[36],"an":[37],"innovative":[38],"method":[39,57],"for":[40,106],"disentangled":[41],"feature":[42],"extraction,":[43],"effectively":[44,100],"extracting":[45],"discriminative":[46],"features":[47,66,104],"from":[48],"pedestrian":[49,59,107],"images":[50],"that":[51],"are":[52],"invariant":[53],"clothing.":[55],"This":[56],"leverages":[58],"parsing":[60],"techniques":[61],"identify":[63],"retain":[65],"closely":[67],"associated":[68],"with":[69,125],"individual":[70],"identity":[71,108],"while":[72],"disregarding":[73],"variable":[75],"nature":[76],"attributes.":[79],"Furthermore,":[80],"study":[82],"introduces":[83],"a":[84],"gated":[85],"channel":[86],"attention":[87],"mechanism,":[88],"which,":[89],"adjusting":[91],"network\u2019s":[93],"focus,":[94],"aids":[95],"model":[97],"in":[98],"more":[99],"learning":[101],"emphasizing":[103],"critical":[105],"recognition.":[109],"Extensive":[110],"experiments":[111],"conducted":[112],"on":[113,138],"two":[114],"standard":[115],"CC-ReID":[116],"datasets":[117,143],"validate":[118],"effectiveness":[120],"proposed":[123],"approach,":[124],"performance":[126],"surpassing":[127],"current":[128],"leading":[129],"solutions.":[130],"The":[131],"Top-1":[132],"accuracy":[133],"under":[134],"change":[136],"scenarios":[137],"PRCC":[140],"VC-Clothes":[142],"reached":[144],"64.8%":[145],"83.7%,":[147],"respectively.":[148]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":5}],"updated_date":"2026-03-20T23:20:44.827607","created_date":"2024-10-01T00:00:00"}