{"id":"https://openalex.org/W4312359729","doi":"https://doi.org/10.1109/tmm.2022.3225754","title":"Asymmetric Cross-Scale Alignment for Text-Based Person Search","display_name":"Asymmetric Cross-Scale Alignment for Text-Based Person Search","publication_year":2022,"publication_date":"2022-12-05","ids":{"openalex":"https://openalex.org/W4312359729","doi":"https://doi.org/10.1109/tmm.2022.3225754"},"language":"en","primary_location":{"id":"doi:10.1109/tmm.2022.3225754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3225754","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","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/A5005367680","display_name":"Zhong Ji","orcid":"https://orcid.org/0000-0002-2197-3739"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Zhong Ji","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":"https://orcid.org/0000-0002-2197-3739","affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101758409","display_name":"Junhua Hu","orcid":"https://orcid.org/0000-0002-8879-4970"},"institutions":[{"id":"https://openalex.org/I162868743","display_name":"Tianjin University","ror":"https://ror.org/012tb2g32","country_code":"CN","type":"education","lineage":["https://openalex.org/I162868743"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junhua Hu","raw_affiliation_strings":["School of Electrical and Information Engineering, Tianjin University, Tianjin, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"School of Electrical and Information Engineering, Tianjin University, Tianjin, China","institution_ids":["https://openalex.org/I162868743"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5086497042","display_name":"Deyin Liu","orcid":"https://orcid.org/0000-0002-0371-9921"},"institutions":[{"id":"https://openalex.org/I143868143","display_name":"Anhui University","ror":"https://ror.org/05th6yx34","country_code":"CN","type":"education","lineage":["https://openalex.org/I143868143"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Deyin Liu","raw_affiliation_strings":["Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-0371-9921","affiliations":[{"raw_affiliation_string":"Anhui Provincial Key Laboratory of Multimodal Cognitive Computation, School of Artificial Intelligence, Anhui University, Hefei, China","institution_ids":["https://openalex.org/I143868143"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5083453098","display_name":"Lin Wu","orcid":"https://orcid.org/0000-0001-6119-058X"},"institutions":[{"id":"https://openalex.org/I39586589","display_name":"Swansea University","ror":"https://ror.org/053fq8t95","country_code":"GB","type":"education","lineage":["https://openalex.org/I39586589"]}],"countries":["GB"],"is_corresponding":false,"raw_author_name":"Lin Yuanbo Wu","raw_affiliation_strings":["Department of Computer Science, Swansea University, U.K"],"raw_orcid":"https://orcid.org/0000-0001-6119-058X","affiliations":[{"raw_affiliation_string":"Department of Computer Science, Swansea University, U.K","institution_ids":["https://openalex.org/I39586589"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5008632512","display_name":"Ye Zhao","orcid":"https://orcid.org/0000-0002-8180-4697"},"institutions":[{"id":"https://openalex.org/I16365422","display_name":"Hefei University of Technology","ror":"https://ror.org/02czkny70","country_code":"CN","type":"education","lineage":["https://openalex.org/I16365422"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ye Zhao","raw_affiliation_strings":["Key Laboratory of Knowledge Engineering with Big Data, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China"],"raw_orcid":"https://orcid.org/0000-0002-8180-4697","affiliations":[{"raw_affiliation_string":"Key Laboratory of Knowledge Engineering with Big Data, School of Computer Science and Information Engineering, Hefei University of Technology, Hefei, China","institution_ids":["https://openalex.org/I16365422"]}]}],"institutions":[],"countries_distinct_count":2,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5005367680"],"corresponding_institution_ids":["https://openalex.org/I162868743"],"apc_list":null,"apc_paid":null,"fwci":10.1703,"has_fulltext":false,"cited_by_count":63,"citation_normalized_percentile":{"value":0.9872001,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":99,"max":100},"biblio":{"volume":"25","issue":null,"first_page":"7699","last_page":"7709"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11719","display_name":"Data Quality and Management","score":0.9587000012397766,"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":0.9587000012397766,"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"}},{"id":"https://openalex.org/T10331","display_name":"Video Surveillance and Tracking Methods","score":0.9350000023841858,"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/T11819","display_name":"Data-Driven Disease Surveillance","score":0.920199990272522,"subfield":{"id":"https://openalex.org/subfields/2713","display_name":"Epidemiology"},"field":{"id":"https://openalex.org/fields/27","display_name":"Medicine"},"domain":{"id":"https://openalex.org/domains/4","display_name":"Health Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8054554462432861},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.45646846294403076},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.42747607827186584},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.4148412048816681},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.41151151061058044}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8054554462432861},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.45646846294403076},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.42747607827186584},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.4148412048816681},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.41151151061058044},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C62520636","wikidata":"https://www.wikidata.org/wiki/Q944","display_name":"Quantum mechanics","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tmm.2022.3225754","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tmm.2022.3225754","pdf_url":null,"source":{"id":"https://openalex.org/S137030581","display_name":"IEEE Transactions on Multimedia","issn_l":"1520-9210","issn":["1520-9210","1941-0077"],"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 Multimedia","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1068922776","display_name":null,"funder_award_id":"U19A2073","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G3635174350","display_name":null,"funder_award_id":"19JCYBJC16000","funder_id":"https://openalex.org/F4320323993","funder_display_name":"Natural Science Foundation of Tianjin City"},{"id":"https://openalex.org/G3930161243","display_name":null,"funder_award_id":"62176178","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G6326349601","display_name":null,"funder_award_id":"62002096","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323993","display_name":"Natural Science Foundation of Tianjin City","ror":null}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W2143612262","https://openalex.org/W2194775991","https://openalex.org/W2738486593","https://openalex.org/W2801814609","https://openalex.org/W2883311563","https://openalex.org/W2885709146","https://openalex.org/W2894786240","https://openalex.org/W2905546508","https://openalex.org/W2926636120","https://openalex.org/W2938085446","https://openalex.org/W2962964995","https://openalex.org/W2963449390","https://openalex.org/W2985951359","https://openalex.org/W2993857171","https://openalex.org/W2997421053","https://openalex.org/W3014509175","https://openalex.org/W3015686580","https://openalex.org/W3024059432","https://openalex.org/W3027883268","https://openalex.org/W3041491555","https://openalex.org/W3093025987","https://openalex.org/W3095440956","https://openalex.org/W3096609285","https://openalex.org/W3110264553","https://openalex.org/W3112567928","https://openalex.org/W3120182027","https://openalex.org/W3120797281","https://openalex.org/W3138516171","https://openalex.org/W3140110584","https://openalex.org/W3154169267","https://openalex.org/W3165835426","https://openalex.org/W3170841864","https://openalex.org/W3171125843","https://openalex.org/W3176153963","https://openalex.org/W3184033217","https://openalex.org/W3189221782","https://openalex.org/W3206868111","https://openalex.org/W3207918547","https://openalex.org/W4214736485","https://openalex.org/W4220654809","https://openalex.org/W4220834633","https://openalex.org/W4245267204","https://openalex.org/W4285259379","https://openalex.org/W4285606598","https://openalex.org/W4304080188","https://openalex.org/W6631190155","https://openalex.org/W6739901393","https://openalex.org/W6755207826","https://openalex.org/W6778883912","https://openalex.org/W6784333009","https://openalex.org/W6788774013","https://openalex.org/W6789057279","https://openalex.org/W6798016242","https://openalex.org/W6798810632"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2899084033","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W4391913857","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W3204019825"],"abstract_inverted_index":{"Text-based":[0],"person":[1],"search":[2],"(TBPS)":[3],"is":[4,29],"of":[5,124,174],"significant":[6],"importance":[7],"in":[8,87,159],"intelligent":[9],"surveillance,":[10],"which":[11],"aims":[12],"to":[13,21,44,105,115,153],"retrieve":[14],"pedestrian":[15],"images":[16],"with":[17,31],"high":[18],"semantic":[19],"relevance":[20],"a":[22,77,81,102,125,143],"given":[23],"text":[24,52],"description.":[25],"This":[26],"retrieval":[27],"task":[28],"characterized":[30],"both":[32,49],"modal":[33],"heterogeneity":[34],"and":[35,51,54,109,129,140,146,169],"fine-grained":[36],"matching.":[37],"To":[38],"implement":[39],"this":[40,98],"task,":[41],"one":[42],"needs":[43],"extract":[45,106],"multi-scale":[46,107],"features":[47],"from":[48],"image":[50,139],"domains,":[53],"then":[55],"perform":[56,110],"the":[57,66,84,92,118,135,147,150,156,172],"cross-modal":[58,157],"alignment.":[59],"However,":[60],"most":[61],"existing":[62],"approaches":[63],"only":[64],"consider":[65],"alignment":[67,86,127],"confined":[68],"at":[69],"their":[70],"individual":[71],"scales,":[72],"e.g.,":[73,95],"an":[74,130,138],"image-sentence":[75],"or":[76],"region-phrase":[78],"scale.":[79],"Such":[80],"strategy":[82],"adopts":[83],"presumable":[85],"feature":[88],"extraction,":[89],"while":[90],"overlooking":[91],"cross-scale":[93],"alignment,":[94],"image-phrase.":[96],"In":[97],"paper,":[99],"we":[100],"present":[101],"transformer-based":[103],"model":[104],"representations,":[108],"Asymmetric":[111],"Cross-Scale":[112],"Alignment":[113],"(ACSA)":[114],"precisely":[116],"align":[117,155],"two":[119,165],"modalities.":[120],"Specifically,":[121],"ACSA":[122],"consists":[123],"global-level":[126],"module":[128],"asymmetric":[131],"cross-attention":[132,151],"module,":[133],"where":[134],"former":[136],"aligns":[137],"texts":[141],"on":[142,164],"global":[144],"scale,":[145],"latter":[148],"applies":[149],"mechanism":[152],"dynamically":[154],"entities":[158],"region/image-phrase":[160],"scales.":[161],"Extensive":[162],"experiments":[163],"benchmark":[166],"datasets":[167],"CUHK-PEDES":[168],"RSTPReid":[170],"demonstrate":[171],"effectiveness":[173],"our":[175],"approach.":[176]},"counts_by_year":[{"year":2026,"cited_by_count":3},{"year":2025,"cited_by_count":25},{"year":2024,"cited_by_count":22},{"year":2023,"cited_by_count":13}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}