{"id":"https://openalex.org/W4402352375","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650459","title":"Noise-Aware Person Re-identification via Local Uncertainty Estimation","display_name":"Noise-Aware Person Re-identification via Local Uncertainty Estimation","publication_year":2024,"publication_date":"2024-06-30","ids":{"openalex":"https://openalex.org/W4402352375","doi":"https://doi.org/10.1109/ijcnn60899.2024.10650459"},"language":"en","primary_location":{"id":"doi:10.1109/ijcnn60899.2024.10650459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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/A5108818471","display_name":"Chunli Song","orcid":"https://orcid.org/0000-0003-0642-3680"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chunli Song","raw_affiliation_strings":["Chinese Academy of Sciences & Hunan University of Technology,Institute of Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences & Hunan University of Technology,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404","https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5111319831","display_name":"Yucan Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yucan Zhou","raw_affiliation_strings":["Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5009021018","display_name":"Wenqiu Zhu","orcid":"https://orcid.org/0000-0002-6952-5513"},"institutions":[{"id":"https://openalex.org/I49934816","display_name":"Hunan University of Technology","ror":"https://ror.org/04j3vr751","country_code":"CN","type":"education","lineage":["https://openalex.org/I49934816"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wenqiu Zhu","raw_affiliation_strings":["Hunan University of Technology,Zhuzhou,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Hunan University of Technology,Zhuzhou,China","institution_ids":["https://openalex.org/I49934816"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086865138","display_name":"Jiang Zhou","orcid":"https://orcid.org/0000-0002-7687-5896"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jiang Zhou","raw_affiliation_strings":["University of Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024344221","display_name":"Xiaoyan Gu","orcid":"https://orcid.org/0000-0003-0673-0058"},"institutions":[{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]},{"id":"https://openalex.org/I4210165038","display_name":"University of Chinese Academy of Sciences","ror":"https://ror.org/05qbk4x57","country_code":"CN","type":"education","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210165038"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaoyan Gu","raw_affiliation_strings":["University of Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"University of Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering, Chinese Academy of Sciences & School of Cyber Security,Beijing,China","institution_ids":["https://openalex.org/I4210156404","https://openalex.org/I4210165038"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107839929","display_name":"Bo Li","orcid":"https://orcid.org/0009-0001-4607-5329"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"government","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210156404","display_name":"Institute of Information Engineering","ror":"https://ror.org/04r53se39","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Bo Li","raw_affiliation_strings":["Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering,Beijing,China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Chinese Academy of Sciences & Key Laboratory of Cyberspace Security Defense,Institute of Information Engineering,Beijing,China","institution_ids":["https://openalex.org/I19820366","https://openalex.org/I4210156404"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.5259,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":{"value":0.68859615,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":96},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"8"},"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/T12740","display_name":"Gait Recognition and Analysis","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T11512","display_name":"Anomaly Detection Techniques and Applications","score":0.9966999888420105,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"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/computer-science","display_name":"Computer science","score":0.6409550309181213},{"id":"https://openalex.org/keywords/noise","display_name":"Noise (video)","score":0.6216037273406982},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.6115002632141113},{"id":"https://openalex.org/keywords/estimation","display_name":"Estimation","score":0.5488031506538391},{"id":"https://openalex.org/keywords/noise-measurement","display_name":"Noise measurement","score":0.49117204546928406},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.38943588733673096},{"id":"https://openalex.org/keywords/speech-recognition","display_name":"Speech recognition","score":0.3708920478820801},{"id":"https://openalex.org/keywords/noise-reduction","display_name":"Noise reduction","score":0.1843315064907074},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1269764006137848}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6409550309181213},{"id":"https://openalex.org/C99498987","wikidata":"https://www.wikidata.org/wiki/Q2210247","display_name":"Noise (video)","level":3,"score":0.6216037273406982},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.6115002632141113},{"id":"https://openalex.org/C96250715","wikidata":"https://www.wikidata.org/wiki/Q965330","display_name":"Estimation","level":2,"score":0.5488031506538391},{"id":"https://openalex.org/C29265498","wikidata":"https://www.wikidata.org/wiki/Q7047719","display_name":"Noise measurement","level":3,"score":0.49117204546928406},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.38943588733673096},{"id":"https://openalex.org/C28490314","wikidata":"https://www.wikidata.org/wiki/Q189436","display_name":"Speech recognition","level":1,"score":0.3708920478820801},{"id":"https://openalex.org/C163294075","wikidata":"https://www.wikidata.org/wiki/Q581861","display_name":"Noise reduction","level":2,"score":0.1843315064907074},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1269764006137848},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.0},{"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/C201995342","wikidata":"https://www.wikidata.org/wiki/Q682496","display_name":"Systems engineering","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/ijcnn60899.2024.10650459","is_oa":false,"landing_page_url":"https://doi.org/10.1109/ijcnn60899.2024.10650459","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2024 International Joint Conference on Neural Networks (IJCNN)","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":57,"referenced_works":["https://openalex.org/W1982925187","https://openalex.org/W2194775991","https://openalex.org/W2204750386","https://openalex.org/W2531440880","https://openalex.org/W2620998106","https://openalex.org/W2736410039","https://openalex.org/W2795758732","https://openalex.org/W2798590501","https://openalex.org/W2798775284","https://openalex.org/W2884534488","https://openalex.org/W2914337210","https://openalex.org/W2947380870","https://openalex.org/W2962706983","https://openalex.org/W2962762068","https://openalex.org/W2963322158","https://openalex.org/W2963362748","https://openalex.org/W2963735582","https://openalex.org/W2963842104","https://openalex.org/W2964292098","https://openalex.org/W2964309657","https://openalex.org/W2978968642","https://openalex.org/W2981393440","https://openalex.org/W2981873476","https://openalex.org/W2995852213","https://openalex.org/W2996108195","https://openalex.org/W2996844762","https://openalex.org/W2998792609","https://openalex.org/W3003755145","https://openalex.org/W3034185248","https://openalex.org/W3035325670","https://openalex.org/W3100506510","https://openalex.org/W3125736290","https://openalex.org/W3171635822","https://openalex.org/W3173874704","https://openalex.org/W4200316912","https://openalex.org/W4226197276","https://openalex.org/W4281699957","https://openalex.org/W4287252712","https://openalex.org/W4297798436","https://openalex.org/W4307823382","https://openalex.org/W4312601326","https://openalex.org/W4313135270","https://openalex.org/W4323338588","https://openalex.org/W4390874449","https://openalex.org/W6728374919","https://openalex.org/W6732696085","https://openalex.org/W6747898760","https://openalex.org/W6751647823","https://openalex.org/W6763430915","https://openalex.org/W6771395016","https://openalex.org/W6771630921","https://openalex.org/W6774433549","https://openalex.org/W6779482673","https://openalex.org/W6779602356","https://openalex.org/W6783943466","https://openalex.org/W6789476682","https://openalex.org/W6793012311"],"related_works":["https://openalex.org/W2327107878","https://openalex.org/W1526760723","https://openalex.org/W2171117985","https://openalex.org/W2012356576","https://openalex.org/W2126659863","https://openalex.org/W3112120395","https://openalex.org/W4385670989","https://openalex.org/W2102487628","https://openalex.org/W2009680848","https://openalex.org/W2150465873"],"abstract_inverted_index":{"Person":[0],"re-identification":[1],"aims":[2],"to":[3,39,47,83,107,115,119,131,151,170],"retrieve":[4],"the":[5,41,75,116,128,140,167,172,186],"target":[6],"person":[7],"from":[8,74],"a":[9,18,102,109,121,161],"large-scale":[10],"dataset,":[11],"and":[12,49,112,148,182,196,207],"its":[13,105],"performance":[14],"highly":[15],"relies":[16],"on":[17,91,166,180,211],"large,":[19],"well-annotated":[20],"training":[21],"dataset.":[22],"However,":[23],"label":[24,44],"noise":[25,45,209],"generated":[26],"by":[27],"manual":[28],"mislabeling":[29],"is":[30,46,156,215],"usually":[31],"inevitable":[32],"in":[33],"real-world":[34],"scenarios.":[35],"An":[36],"intuitive":[37],"way":[38],"alleviate":[40],"effect":[42,173],"of":[43,104,174,188],"identify":[48,152],"discard":[50],"noisy":[51,57,67,85,175],"data.":[52],"Recently,":[53],"most":[54],"works":[55],"recognize":[56,84],"samples":[58,68,176],"with":[59,87,142,202],"their":[60],"global":[61],"features,":[62],"which":[63],"will":[64],"omit":[65],"some":[66],"when":[69],"they":[70],"are":[71,199],"subtly":[72],"different":[73],"clean":[76],"ones.":[77],"In":[78],"this":[79,154],"paper,":[80],"we":[81,99,126,138,159],"propose":[82],"data":[86],"local":[88,110,122,134,145],"features":[89,106],"based":[90,165],"uncertainty":[92,141,169],"estimation.":[93],"Specifically,":[94],"for":[95],"each":[96],"input":[97],"image,":[98],"randomly":[100],"erase":[101],"part":[103],"generate":[108],"feature":[111],"propagate":[113],"it":[114],"softmax":[117],"layer":[118],"obtain":[120,132],"soft":[123,135,146],"label.":[124],"Then,":[125],"repeat":[127],"above":[129],"operations":[130],"multiple":[133,144],"labels.":[136],"Subsequently,":[137],"estimate":[139],"these":[143],"labels":[147],"utilize":[149],"them":[150],"whether":[153],"sample":[155],"noisy.":[157],"Finally,":[158],"design":[160],"noise-aware":[162],"cross-entropy":[163],"loss":[164],"estimated":[168],"reduce":[171],"automatically.":[177],"Experimental":[178],"results":[179],"Market-1501":[181,212],"CUHK03":[183],"datasets":[184],"show":[185],"effectiveness":[187],"our":[189],"proposed":[190],"model,":[191],"where":[192],"at":[193,217],"least":[194],"4.8%":[195],"1.5%":[197],"improvements":[198],"achieved":[200],"compared":[201],"other":[203],"methods":[204],"under":[205],"0%":[206],"10%":[208],"settings":[210],"datasets.":[213],"Code":[214],"available":[216],"https://github.com/songchunli1999/NACE.":[218]},"counts_by_year":[{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T14:22:42.915294","created_date":"2025-10-10T00:00:00"}