{"id":"https://openalex.org/W3196835757","doi":"https://doi.org/10.1145/3460426.3463652","title":"Text-Guided Visual Feature Refinement for Text-Based Person Search","display_name":"Text-Guided Visual Feature Refinement for Text-Based Person Search","publication_year":2021,"publication_date":"2021-08-24","ids":{"openalex":"https://openalex.org/W3196835757","doi":"https://doi.org/10.1145/3460426.3463652","mag":"3196835757"},"language":"en","primary_location":{"id":"doi:10.1145/3460426.3463652","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460426.3463652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-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/A5040771086","display_name":"Liying Gao","orcid":"https://orcid.org/0000-0003-4204-2092"},"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":"Liying Gao","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","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":false,"raw_author_name":"Kai Niu","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5023181336","display_name":"Zehong Ma","orcid":"https://orcid.org/0009-0005-1533-2651"},"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":"Zehong Ma","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5043732442","display_name":"Bingliang Jiao","orcid":"https://orcid.org/0000-0001-5994-6181"},"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":"Bingliang Jiao","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073981019","display_name":"Tonghao Tan","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":"Tonghao Tan","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100396097","display_name":"Peng Wang","orcid":"https://orcid.org/0000-0002-9218-9132"},"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":"Peng Wang","raw_affiliation_strings":["Northwestern Polytechnical University, Xi'an, China"],"affiliations":[{"raw_affiliation_string":"Northwestern Polytechnical University, Xi'an, China","institution_ids":["https://openalex.org/I17145004"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5040771086"],"corresponding_institution_ids":["https://openalex.org/I17145004"],"apc_list":null,"apc_paid":null,"fwci":0.5827,"has_fulltext":false,"cited_by_count":10,"citation_normalized_percentile":{"value":0.68737682,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":90,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"118","last_page":"126"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9997000098228455,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9997000098228455,"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/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9994000196456909,"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":0.9988999962806702,"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":0.8240169286727905},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.6653880476951599},{"id":"https://openalex.org/keywords/similarity","display_name":"Similarity (geometry)","score":0.6204370260238647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5893681049346924},{"id":"https://openalex.org/keywords/filter","display_name":"Filter (signal processing)","score":0.5501651167869568},{"id":"https://openalex.org/keywords/visual-search","display_name":"Visual search","score":0.50489741563797},{"id":"https://openalex.org/keywords/task","display_name":"Task (project management)","score":0.4917588531970978},{"id":"https://openalex.org/keywords/visualization","display_name":"Visualization","score":0.44555428624153137},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.40465861558914185},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.3881547451019287},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.32591119408607483},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.32530680298805237},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.23167705535888672}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8240169286727905},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.6653880476951599},{"id":"https://openalex.org/C103278499","wikidata":"https://www.wikidata.org/wiki/Q254465","display_name":"Similarity (geometry)","level":3,"score":0.6204370260238647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5893681049346924},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.5501651167869568},{"id":"https://openalex.org/C158495155","wikidata":"https://www.wikidata.org/wiki/Q2369151","display_name":"Visual search","level":2,"score":0.50489741563797},{"id":"https://openalex.org/C2780451532","wikidata":"https://www.wikidata.org/wiki/Q759676","display_name":"Task (project management)","level":2,"score":0.4917588531970978},{"id":"https://openalex.org/C36464697","wikidata":"https://www.wikidata.org/wiki/Q451553","display_name":"Visualization","level":2,"score":0.44555428624153137},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.40465861558914185},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3881547451019287},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.32591119408607483},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.32530680298805237},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.23167705535888672},{"id":"https://openalex.org/C162324750","wikidata":"https://www.wikidata.org/wiki/Q8134","display_name":"Economics","level":0,"score":0.0},{"id":"https://openalex.org/C187736073","wikidata":"https://www.wikidata.org/wiki/Q2920921","display_name":"Management","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:10.1145/3460426.3463652","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3460426.3463652","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 2021 International Conference on Multimedia Retrieval","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.44999998807907104,"id":"https://metadata.un.org/sdg/4","display_name":"Quality Education"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":24,"referenced_works":["https://openalex.org/W1905882502","https://openalex.org/W2108598243","https://openalex.org/W2131774270","https://openalex.org/W2784458614","https://openalex.org/W2789061287","https://openalex.org/W2798429327","https://openalex.org/W2801814609","https://openalex.org/W2885709146","https://openalex.org/W2894786240","https://openalex.org/W2913602408","https://openalex.org/W2952524542","https://openalex.org/W2962691289","https://openalex.org/W2963322158","https://openalex.org/W2963449390","https://openalex.org/W2963770662","https://openalex.org/W2963842104","https://openalex.org/W2963882743","https://openalex.org/W2963954913","https://openalex.org/W2985951359","https://openalex.org/W2997421053","https://openalex.org/W3015686580","https://openalex.org/W3035186652","https://openalex.org/W3201519611","https://openalex.org/W4234552385"],"related_works":["https://openalex.org/W2068608913","https://openalex.org/W3124914020","https://openalex.org/W2141033859","https://openalex.org/W1978999997","https://openalex.org/W2156434174","https://openalex.org/W2071701083","https://openalex.org/W2383687187","https://openalex.org/W1968716078","https://openalex.org/W2081517010","https://openalex.org/W2121496884"],"abstract_inverted_index":{"Text-based":[0],"person":[1,10,44,195],"search":[2,41],"is":[3,188],"a":[4,12,17,103,136,161],"task":[5],"to":[6,40,52,64,115,141,148,167],"retrieve":[7],"the":[8,31,42,62,77,83,95,150,155,189,198,203],"corresponding":[9,43,151],"in":[11,24,154],"large-scale":[13],"image":[14],"database":[15],"given":[16],"textual":[18,66,156],"description,":[19],"which":[20,68,110,145,187],"has":[21],"important":[22],"value":[23],"various":[25],"fields":[26],"like":[27],"video":[28],"surveillance.":[29],"In":[30,90,176],"inferring":[32],"phase,":[33],"language":[34],"descriptions,":[35],"serving":[36],"as":[37,113],"queries,":[38],"guide":[39,53],"images.":[45],"Most":[46],"existing":[47],"methods":[48,99],"apply":[49],"cross-modal":[50,79],"signals":[51],"feature":[54,124,164],"refinement.":[55,131],"However,":[56],"they":[57],"employ":[58,135,160],"visual":[59,117,123,163,170],"features":[60,171],"from":[61],"gallery":[63],"refine":[65,116],"features,":[67],"may":[69],"cause":[70],"high":[71],"similarity":[72],"between":[73],"unmatched":[74],"pairs.":[75],"Besides,":[76],"similarity-based":[78],"attention":[80],"could":[81],"disturb":[82],"choice":[84],"of":[85,97,200],"interested":[86],"areas":[87],"for":[88,129,173,193],"descriptions.":[89],"this":[91],"paper,":[92],"we":[93,120,134,159,178],"analyze":[94],"deficiency":[96],"previous":[98],"and":[100],"carefully":[101],"design":[102],"Text-guided":[104],"Visual":[105],"Feature":[106],"Refinement":[107],"network":[108],"(TVFR),":[109],"utilizes":[111],"text":[112],"reference":[114],"representations.":[118],"Firstly,":[119],"divide":[121],"each":[122,174],"into":[125],"several":[126],"horizontal":[127],"stripes":[128,152],"fine-grained":[130],"After":[132],"that,":[133],"text-based":[137,194],"filter":[138],"generation":[139],"module":[140,166],"generate":[142],"description-customized":[143],"filters,":[144],"are":[146],"used":[147],"indicate":[149],"mentioned":[153],"input.":[157],"Thereafter,":[158],"text-guided":[162],"refinement":[165],"fuse":[168],"part-level":[169],"adaptively":[172],"description.":[175],"experiments,":[177],"validate":[179],"our":[180,201],"TVFR":[181,204],"through":[182],"extensive":[183],"experiments":[184],"on":[185],"CUHK-PEDES,":[186],"only":[190],"available":[191],"dataset":[192],"search.":[196],"To":[197],"best":[199],"knowledge,":[202],"outperforms":[205],"other":[206],"state-of-the-art":[207],"methods.":[208]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":2},{"year":2023,"cited_by_count":3},{"year":2022,"cited_by_count":1}],"updated_date":"2026-04-23T09:07:50.710637","created_date":"2025-10-10T00:00:00"}