{"id":"https://openalex.org/W4392930945","doi":"https://doi.org/10.1109/tcsvt.2024.3376373","title":"An Overview of Text-Based Person Search: Recent Advances and Future Directions","display_name":"An Overview of Text-Based Person Search: Recent Advances and Future Directions","publication_year":2024,"publication_date":"2024-03-18","ids":{"openalex":"https://openalex.org/W4392930945","doi":"https://doi.org/10.1109/tcsvt.2024.3376373"},"language":"en","primary_location":{"id":"doi:10.1109/tcsvt.2024.3376373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3376373","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"},"type":"article","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/A5102758558","display_name":"Kai Niu","orcid":"https://orcid.org/0000-0002-7997-9930"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Kai Niu","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]},{"raw_affiliation_string":"Research & Development Institute of Northwestern Polytechnical University in Shenzhen, Shenzhen, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115547256","display_name":"Yanyi Liu","orcid":"https://orcid.org/0009-0008-5502-7848"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanyi Liu","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5109452277","display_name":"Yuzhou Long","orcid":null},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yuzhou Long","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101550628","display_name":"Yan Huang","orcid":"https://orcid.org/0000-0002-8239-7229"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yan Huang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5115602506","display_name":"Liang Wang","orcid":"https://orcid.org/0000-0001-5224-8647"},"institutions":[{"id":"https://openalex.org/I19820366","display_name":"Chinese Academy of Sciences","ror":"https://ror.org/034t30j35","country_code":"CN","type":"funder","lineage":["https://openalex.org/I19820366"]},{"id":"https://openalex.org/I4210112150","display_name":"Institute of Automation","ror":"https://ror.org/022c3hy66","country_code":"CN","type":"facility","lineage":["https://openalex.org/I19820366","https://openalex.org/I4210112150"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Liang Wang","raw_affiliation_strings":["National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","Institute of Automation, National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China"],"affiliations":[{"raw_affiliation_string":"National Laboratory of Pattern Recognition, Institute of Automation, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]},{"raw_affiliation_string":"Institute of Automation, National Laboratory of Pattern Recognition, Chinese Academy of Sciences, Beijing, China","institution_ids":["https://openalex.org/I4210112150","https://openalex.org/I19820366"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5028235866","display_name":"Yanning Zhang","orcid":"https://orcid.org/0000-0002-2977-8057"},"institutions":[{"id":"https://openalex.org/I17145004","display_name":"Northwestern Polytechnical University","ror":"https://ror.org/01y0j0j86","country_code":"CN","type":"education","lineage":["https://openalex.org/I17145004"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yanning Zhang","raw_affiliation_strings":["National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China"],"affiliations":[{"raw_affiliation_string":"National Engineering Laboratory for Integrated Aero-Space-Ground-Ocean Big Data Application Technology, School of Computer Science, Northwestern Polytechnical University, Xi&#x2019;an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5102758558"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":6.7081,"has_fulltext":false,"cited_by_count":13,"citation_normalized_percentile":{"value":0.96812152,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"34","issue":"9","first_page":"7803","last_page":"7819"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9355000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}},"topics":[{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9355000257492065,"subfield":{"id":"https://openalex.org/subfields/1803","display_name":"Management Science and Operations Research"},"field":{"id":"https://openalex.org/fields/18","display_name":"Decision Sciences"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6315097212791443},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.46743813157081604},{"id":"https://openalex.org/keywords/data-science","display_name":"Data science","score":0.366391122341156}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6315097212791443},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.46743813157081604},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.366391122341156}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tcsvt.2024.3376373","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tcsvt.2024.3376373","pdf_url":null,"source":{"id":"https://openalex.org/S115173108","display_name":"IEEE Transactions on Circuits and Systems for Video Technology","issn_l":"1051-8215","issn":["1051-8215","1558-2205"],"is_oa":false,"is_in_doaj":false,"is_core":true,"host_organization":"https://openalex.org/P4310319808","host_organization_name":"Institute of Electrical and Electronics Engineers","host_organization_lineage":["https://openalex.org/P4310319808"],"host_organization_lineage_names":["Institute of Electrical and Electronics Engineers"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Transactions on Circuits and Systems for Video Technology","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1482450944","display_name":null,"funder_award_id":"62101451","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G5200314730","display_name":null,"funder_award_id":"2024A1515011394","funder_id":"https://openalex.org/F4320337111","funder_display_name":"Basic and Applied Basic Research Foundation of Guangdong Province"},{"id":"https://openalex.org/G8723534761","display_name":null,"funder_award_id":"2024GX-YBXM-117","funder_id":"https://openalex.org/F4320336350","funder_display_name":"Key Research and Development Projects of Shaanxi Province"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320336350","display_name":"Key Research and Development Projects of Shaanxi Province","ror":null},{"id":"https://openalex.org/F4320337111","display_name":"Basic and Applied Basic Research Foundation of Guangdong Province","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":226,"referenced_works":["https://openalex.org/W26575457","https://openalex.org/W1602182271","https://openalex.org/W1821462560","https://openalex.org/W1832693441","https://openalex.org/W1982925187","https://openalex.org/W2046121397","https://openalex.org/W2064675550","https://openalex.org/W2079735306","https://openalex.org/W2085161844","https://openalex.org/W2113325037","https://openalex.org/W2116341502","https://openalex.org/W2123442489","https://openalex.org/W2138621090","https://openalex.org/W2139906443","https://openalex.org/W2154642173","https://openalex.org/W2194775991","https://openalex.org/W2251329024","https://openalex.org/W2436001372","https://openalex.org/W2476034201","https://openalex.org/W2531440880","https://openalex.org/W2559085405","https://openalex.org/W2604314403","https://openalex.org/W2606965845","https://openalex.org/W2737682710","https://openalex.org/W2745461083","https://openalex.org/W2765440071","https://openalex.org/W2766839578","https://openalex.org/W2777534232","https://openalex.org/W2801814609","https://openalex.org/W2842511635","https://openalex.org/W2883311563","https://openalex.org/W2885709146","https://openalex.org/W2894786240","https://openalex.org/W2897443881","https://openalex.org/W2907492528","https://openalex.org/W2912406707","https://openalex.org/W2915683453","https://openalex.org/W2938085446","https://openalex.org/W2948527806","https://openalex.org/W2962964995","https://openalex.org/W2963047834","https://openalex.org/W2963150697","https://openalex.org/W2963225012","https://openalex.org/W2963449390","https://openalex.org/W2963574614","https://openalex.org/W2963842104","https://openalex.org/W2963882743","https://openalex.org/W2963901085","https://openalex.org/W2964062189","https://openalex.org/W2964072977","https://openalex.org/W2964199361","https://openalex.org/W2967957126","https://openalex.org/W2970667965","https://openalex.org/W2981384185","https://openalex.org/W2981851019","https://openalex.org/W2985951359","https://openalex.org/W2994818707","https://openalex.org/W2994983839","https://openalex.org/W2997591391","https://openalex.org/W2998356391","https://openalex.org/W2998792609","https://openalex.org/W3004127093","https://openalex.org/W3004543888","https://openalex.org/W3005530336","https://openalex.org/W3015686580","https://openalex.org/W3024059432","https://openalex.org/W3027606690","https://openalex.org/W3034230918","https://openalex.org/W3034368386","https://openalex.org/W3034795332","https://openalex.org/W3035524453","https://openalex.org/W3036401722","https://openalex.org/W3041399281","https://openalex.org/W3090449556","https://openalex.org/W3093025987","https://openalex.org/W3093206719","https://openalex.org/W3095440956","https://openalex.org/W3108432914","https://openalex.org/W3109772732","https://openalex.org/W3109976102","https://openalex.org/W3111255625","https://openalex.org/W3120182027","https://openalex.org/W3120261923","https://openalex.org/W3125736290","https://openalex.org/W3131500599","https://openalex.org/W3138154797","https://openalex.org/W3138516171","https://openalex.org/W3146366485","https://openalex.org/W3154169267","https://openalex.org/W3157986864","https://openalex.org/W3158375352","https://openalex.org/W3159414615","https://openalex.org/W3165835426","https://openalex.org/W3166712493","https://openalex.org/W3168024491","https://openalex.org/W3172509117","https://openalex.org/W3172863135","https://openalex.org/W3184033217","https://openalex.org/W3185341429","https://openalex.org/W3189221782","https://openalex.org/W3192443982","https://openalex.org/W3196835757","https://openalex.org/W3198659451","https://openalex.org/W3206868111","https://openalex.org/W3208314443","https://openalex.org/W3208624098","https://openalex.org/W3210192321","https://openalex.org/W3211279536","https://openalex.org/W3214294103","https://openalex.org/W4200633094","https://openalex.org/W4205960322","https://openalex.org/W4205991051","https://openalex.org/W4206735648","https://openalex.org/W4210352519","https://openalex.org/W4214770152","https://openalex.org/W4225159440","https://openalex.org/W4225166070","https://openalex.org/W4226074970","https://openalex.org/W4251372957","https://openalex.org/W4282931980","https://openalex.org/W4283818632","https://openalex.org/W4285220052","https://openalex.org/W4285288078","https://openalex.org/W4294891625","https://openalex.org/W4295677973","https://openalex.org/W4295754656","https://openalex.org/W4296440242","https://openalex.org/W4297733535","https://openalex.org/W4297775537","https://openalex.org/W4297808394","https://openalex.org/W4297821751","https://openalex.org/W4297833440","https://openalex.org/W4304087170","https://openalex.org/W4304098245","https://openalex.org/W4309303033","https://openalex.org/W4311415873","https://openalex.org/W4312337588","https://openalex.org/W4312356172","https://openalex.org/W4312359729","https://openalex.org/W4312372290","https://openalex.org/W4312554764","https://openalex.org/W4312753547","https://openalex.org/W4312932696","https://openalex.org/W4312933868","https://openalex.org/W4312998013","https://openalex.org/W4313174724","https://openalex.org/W4313887138","https://openalex.org/W4318718936","https://openalex.org/W4319300147","https://openalex.org/W4321231469","https://openalex.org/W4323714307","https://openalex.org/W4324321291","https://openalex.org/W4361991035","https://openalex.org/W4362679313","https://openalex.org/W4365460618","https://openalex.org/W4366850747","https://openalex.org/W4375928712","https://openalex.org/W4376653864","https://openalex.org/W4379806266","https://openalex.org/W4379929801","https://openalex.org/W4380450810","https://openalex.org/W4384808036","https://openalex.org/W4385245566","https://openalex.org/W4385764787","https://openalex.org/W4386065398","https://openalex.org/W4386065462","https://openalex.org/W4386076131","https://openalex.org/W4386379388","https://openalex.org/W4386598330","https://openalex.org/W4386615095","https://openalex.org/W4387969466","https://openalex.org/W4387969570","https://openalex.org/W4387969591","https://openalex.org/W4387969629","https://openalex.org/W4388116191","https://openalex.org/W4388145471","https://openalex.org/W4388145549","https://openalex.org/W4388369965","https://openalex.org/W4389331836","https://openalex.org/W4389437528","https://openalex.org/W4390041933","https://openalex.org/W4391094120","https://openalex.org/W4391408870","https://openalex.org/W4392903070","https://openalex.org/W4393158793","https://openalex.org/W4404356490","https://openalex.org/W6601069402","https://openalex.org/W6601733005","https://openalex.org/W6620707391","https://openalex.org/W6635084905","https://openalex.org/W6637373629","https://openalex.org/W6677580257","https://openalex.org/W6682948231","https://openalex.org/W6684344272","https://openalex.org/W6721087566","https://openalex.org/W6728374919","https://openalex.org/W6734709911","https://openalex.org/W6737664043","https://openalex.org/W6745499037","https://openalex.org/W6755093387","https://openalex.org/W6755207826","https://openalex.org/W6767211374","https://openalex.org/W6779823529","https://openalex.org/W6788135285","https://openalex.org/W6788774013","https://openalex.org/W6789753369","https://openalex.org/W6791353385","https://openalex.org/W6795142608","https://openalex.org/W6798805250","https://openalex.org/W6798810632","https://openalex.org/W6802411921","https://openalex.org/W6846052581","https://openalex.org/W6846209384","https://openalex.org/W6849177959","https://openalex.org/W6849242501","https://openalex.org/W6849783008","https://openalex.org/W6850427756","https://openalex.org/W6851605656","https://openalex.org/W6851950068","https://openalex.org/W6852245095","https://openalex.org/W6852989508","https://openalex.org/W6853244215","https://openalex.org/W6854697485","https://openalex.org/W6856222008","https://openalex.org/W6857913516","https://openalex.org/W6860041859"],"related_works":["https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W2382290278","https://openalex.org/W2478288626","https://openalex.org/W4391913857","https://openalex.org/W2350741829","https://openalex.org/W2530322880"],"abstract_inverted_index":{"Due":[0],"to":[1,24,138],"the":[2,18,27,40,49,70,81,106,116,146],"practical":[3,147],"significance":[4],"in":[5],"smart":[6],"video":[7],"surveillance":[8],"systems,":[9],"Text-Based":[10],"Person":[11],"Search":[12],"(TBPS)":[13],"has":[14],"been":[15],"one":[16],"of":[17,42,53,74,149],"research":[19,51,134],"hotspots":[20],"recently,":[21],"which":[22,142],"refers":[23],"searching":[25],"for":[26,109],"interested":[28],"pedestrian":[29],"images":[30],"given":[31],"natural":[32],"language":[33],"sentences.":[34],"To":[35],"help":[36],"researchers":[37],"quickly":[38],"grasp":[39],"developments":[41],"this":[43],"important":[44],"task,":[45],"we":[46,99,129],"comprehensively":[47],"summarize":[48],"recent":[50],"advances":[52],"TBPS":[54],"from":[55],"two":[56],"perspectives,":[57],"<italic":[58],"xmlns:mml=\"http://www.w3.org/1998/Math/MathML\"":[59],"xmlns:xlink=\"http://www.w3.org/1999/xlink\">i.e</i>":[60],".,":[61],"Feature":[62],"Extraction":[63],"(FE)":[64],"and":[65,77,80,95,104,113],"Semantic":[66],"Alignments":[67],"(SA).":[68],"Specifically,":[69],"FE":[71],"mainly":[72],"consists":[73],"pre-processing":[75],"approaches":[76],"end-to-end":[78],"frameworks,":[79],"SA":[82],"could":[83],"be":[84,139],"briefly":[85],"divided":[86],"into":[87],"cross-modal":[88],"attention":[89],"mechanism,":[90],"non-attention":[91],"alignments,":[92],"training":[93],"objectives,":[94],"generative":[96],"approaches.":[97],"Afterwards,":[98],"elaborate":[100],"four":[101],"widely-used":[102],"benchmarks":[103],"also":[105],"evaluation":[107],"criterion":[108],"TBPS.":[110,150],"And":[111],"comparisons":[112],"analyses":[114],"among":[115],"state-of-the-art":[117],"(SOTA)":[118],"solutions":[119],"are":[120],"provided":[121],"based":[122],"on":[123],"these":[124],"large-scale":[125],"benchmarks.":[126],"At":[127],"last,":[128],"point":[130],"out":[131],"some":[132],"future":[133],"directions":[135],"that":[136],"need":[137],"further":[140],"addressed,":[141],"will":[143],"greatly":[144],"facilitate":[145],"applications":[148]},"counts_by_year":[{"year":2025,"cited_by_count":13}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
