{"id":"https://openalex.org/W4392904164","doi":"https://doi.org/10.1109/icassp48485.2024.10447166","title":"Uncertainty-Guided Person Search Model with Auxiliary Shallow Feature Exploration","display_name":"Uncertainty-Guided Person Search Model with Auxiliary Shallow Feature Exploration","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392904164","doi":"https://doi.org/10.1109/icassp48485.2024.10447166"},"language":"en","primary_location":{"id":"doi:10.1109/icassp48485.2024.10447166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","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/A5101754035","display_name":"Zongyi Li","orcid":"https://orcid.org/0000-0002-4459-4977"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Zongyi Li","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5091848951","display_name":"Zhongyang Li","orcid":"https://orcid.org/0000-0001-9949-8678"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Zhongyang Li","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5021158772","display_name":"Yuxuan Shi","orcid":"https://orcid.org/0000-0001-7858-5369"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Yuxuan Shi","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5037263298","display_name":"Hefei Ling","orcid":"https://orcid.org/0000-0001-6797-7412"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Hefei Ling","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5006074303","display_name":"Jiazhong Chen","orcid":"https://orcid.org/0000-0003-2159-9393"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Jiazhong Chen","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5078360341","display_name":"Runsheng Wang","orcid":"https://orcid.org/0000-0001-7078-681X"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Runsheng Wang","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100435554","display_name":"Ping Li","orcid":"https://orcid.org/0000-0003-0031-4926"},"institutions":[{"id":"https://openalex.org/I4210157617","display_name":"Huazhong University of Science and Technology Hospital","ror":"https://ror.org/05f9vfg11","country_code":"CN","type":"healthcare","lineage":["https://openalex.org/I4210157617"]},{"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":"Ping Li","raw_affiliation_strings":["Huazhong University of Science and Technology,Department of Computer Science and Technology","Department of Computer Science and Technology, Huazhong University of Science and Technology"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Huazhong University of Science and Technology,Department of Computer Science and Technology","institution_ids":["https://openalex.org/I47720641","https://openalex.org/I4210157617"]},{"raw_affiliation_string":"Department of Computer Science and Technology, Huazhong University of Science and Technology","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":2,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":2,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":"4795","last_page":"4799"},"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.9973000288009644,"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":0.9962000250816345,"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/computer-science","display_name":"Computer science","score":0.7570850849151611},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.724989116191864},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.6245538592338562},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5726984739303589},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.5429548621177673},{"id":"https://openalex.org/keywords/feature-extraction","display_name":"Feature extraction","score":0.45676377415657043},{"id":"https://openalex.org/keywords/fusion","display_name":"Fusion","score":0.41539207100868225},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.390700101852417},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.38517794013023376},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.35010385513305664},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.1101216971874237}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7570850849151611},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.724989116191864},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.6245538592338562},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5726984739303589},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.5429548621177673},{"id":"https://openalex.org/C52622490","wikidata":"https://www.wikidata.org/wiki/Q1026626","display_name":"Feature extraction","level":2,"score":0.45676377415657043},{"id":"https://openalex.org/C158525013","wikidata":"https://www.wikidata.org/wiki/Q2593739","display_name":"Fusion","level":2,"score":0.41539207100868225},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.390700101852417},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.38517794013023376},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.35010385513305664},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.1101216971874237},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","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},{"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}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/icassp48485.2024.10447166","is_oa":false,"landing_page_url":"https://doi.org/10.1109/icassp48485.2024.10447166","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"ICASSP 2024 - 2024 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1005521175","display_name":null,"funder_award_id":"2022YFB2601802","funder_id":"https://openalex.org/F4320335777","funder_display_name":"National Key Research and Development Program of China"},{"id":"https://openalex.org/G1385929635","display_name":null,"funder_award_id":"62302186","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G1529246711","display_name":null,"funder_award_id":"62372203","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2599133925","display_name":"\u9762\u5411\u8fd1\u4f3c\u62f7\u8d1d\u641c\u7d22\u7684\u6df1\u5ea6\u8bed\u4e49\u54c8\u5e0c\u6280\u672f\u7814\u7a76","funder_award_id":"61972169","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G380432997","display_name":null,"funder_award_id":"2022M711251","funder_id":"https://openalex.org/F4320321543","funder_display_name":"China Postdoctoral Science Foundation"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320321543","display_name":"China Postdoctoral Science Foundation","ror":"https://ror.org/0426zh255"},{"id":"https://openalex.org/F4320335777","display_name":"National Key Research and Development Program of China","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":21,"referenced_works":["https://openalex.org/W1536680647","https://openalex.org/W1959608418","https://openalex.org/W2883754639","https://openalex.org/W2884030607","https://openalex.org/W2963574614","https://openalex.org/W2963639915","https://openalex.org/W2963901085","https://openalex.org/W2978968642","https://openalex.org/W3014726960","https://openalex.org/W3034230918","https://openalex.org/W3034308694","https://openalex.org/W3035228163","https://openalex.org/W3170005157","https://openalex.org/W3175630131","https://openalex.org/W3176336223","https://openalex.org/W3217619324","https://openalex.org/W4283815292","https://openalex.org/W4312554764","https://openalex.org/W4312932696","https://openalex.org/W4313069218","https://openalex.org/W6640963894"],"related_works":["https://openalex.org/W3147584709","https://openalex.org/W2099421762","https://openalex.org/W2530546662","https://openalex.org/W2967030268","https://openalex.org/W2977677679","https://openalex.org/W2185253430","https://openalex.org/W1992327129","https://openalex.org/W4210345652","https://openalex.org/W2381986121","https://openalex.org/W2370918718"],"abstract_inverted_index":{"Person":[0],"search":[1],"is":[2,96,111],"a":[3,12,17,62,91,108],"unified":[4],"system":[5],"aimed":[6],"at":[7],"jointly":[8],"localizing":[9],"and":[10,42,67,84,138,172],"identifying":[11],"person":[13,30,77],"of":[14,19,28,36,75,153,163],"interest":[15],"from":[16,135],"gallery":[18],"whole":[20],"scene":[21],"images.":[22],"Due":[23],"to":[24,81,88,98,102,113,120,148],"the":[25,29,73,76,89,104,122,125,150,161],"inherent":[26],"properties":[27],"search,":[31],"it":[32],"faces":[33],"significant":[34],"challenges":[35],"large-scale":[37],"variations,":[38],"inaccurate":[39,139],"detection":[40,140],"boxes,":[41,141],"crowded":[43,136],"scenes.":[44],"To":[45],"address":[46],"these":[47,154],"issues,":[48],"we":[49,142],"proposed":[50,112,165],"an":[51,68,144],"uncertainty-guided":[52,69],"framework":[53],"coupled":[54],"with":[55],"auxiliary":[56],"shallow":[57,63,92],"feature":[58,64,93],"exploration,":[59],"which":[60],"includes":[61],"fusion":[65,94],"module":[66,95,147],"module.":[70],"Firstly,":[71],"considering":[72],"scales":[74],"are":[78],"varied":[79],"due":[80],"various":[82],"scenes":[83,137],"their":[85],"relative":[86],"positions":[87],"camera,":[90],"designed":[97],"extract":[99],"multi-scale":[100],"features":[101,115],"assist":[103],"re-id":[105],"sub-task.":[106],"Additionally,":[107],"self-distillation":[109],"loss":[110],"align":[114],"across":[116],"different":[117],"scales.":[118],"Furthermore,":[119],"alleviate":[121],"problem":[123],"that":[124],"model":[126],"can":[127],"be":[128],"easily":[129],"affected":[130],"by":[131],"coarse":[132,155],"samples":[133],"resulting":[134],"introduce":[143],"uncertainty":[145],"guidance":[146],"reduce":[149],"negative":[151],"impact":[152],"targets.":[156],"The":[157],"experimental":[158],"results":[159],"demonstrate":[160],"effectiveness":[162],"our":[164],"methods":[166],"on":[167],"two":[168],"benchmarks":[169],"(i.e.,":[170],"CUHK-SYSU,":[171],"PRW).":[173]},"counts_by_year":[{"year":2026,"cited_by_count":2}],"updated_date":"2026-07-14T23:27:15.235271","created_date":"2025-10-10T00:00:00"}