{"id":"https://openalex.org/W4200262813","doi":"https://doi.org/10.1109/kse53942.2021.9648695","title":"Person search by natural language description in Vietnamese using pre-trained visual-textual attributes alignment model","display_name":"Person search by natural language description in Vietnamese using pre-trained visual-textual attributes alignment model","publication_year":2021,"publication_date":"2021-11-10","ids":{"openalex":"https://openalex.org/W4200262813","doi":"https://doi.org/10.1109/kse53942.2021.9648695"},"language":"en","primary_location":{"id":"doi:10.1109/kse53942.2021.9648695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse53942.2021.9648695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","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/A5019384763","display_name":"Thi Thanh Thuy Pham","orcid":"https://orcid.org/0000-0001-6637-8581"},"institutions":[],"countries":[],"is_corresponding":true,"raw_author_name":"Thi Thanh Thuy Pham","raw_affiliation_strings":["Faculty of Information Security, Academy of People Security, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Security, Academy of People Security, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5024044426","display_name":"Van-Thanh Nguyen","orcid":"https://orcid.org/0000-0001-5672-5164"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Van-Thanh Nguyen","raw_affiliation_strings":["School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103142524","display_name":"Hong-Quan Nguyen","orcid":"https://orcid.org/0000-0002-2635-6449"},"institutions":[{"id":"https://openalex.org/I4402554090","display_name":"Viet-Hung Industrial University","ror":"https://ror.org/02sndnx77","country_code":null,"type":"education","lineage":["https://openalex.org/I4402554016","https://openalex.org/I4402554090"]},{"id":"https://openalex.org/I1285420085","display_name":"Hung Yen University of Technology and Education","ror":"https://ror.org/052yjgk16","country_code":"VN","type":"education","lineage":["https://openalex.org/I1285420085"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hong-Quan Nguyen","raw_affiliation_strings":["Faculty of Information Technology, Viet-Hung Industrial University, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Viet-Hung Industrial University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I1285420085","https://openalex.org/I4402554090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045136480","display_name":"Minh-Quan Le","orcid":"https://orcid.org/0000-0003-0023-6235"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Minh-Quan Le","raw_affiliation_strings":["School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5079163401","display_name":"Hoai Phan","orcid":null},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Hoai Phan","raw_affiliation_strings":["Faculty of Information Security, Academy of People Security, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Information Security, Academy of People Security, Hanoi, Vietnam","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061663230","display_name":"Thi-Ngoc-Diep Do","orcid":"https://orcid.org/0000-0001-9197-7850"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Ngoc-Diep Do","raw_affiliation_strings":["MICA, Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"MICA, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101146065","display_name":"Thuy-Binh Nguyen","orcid":"https://orcid.org/0009-0001-4945-2804"},"institutions":[{"id":"https://openalex.org/I4210093659","display_name":"University of Transport and Communications","ror":"https://ror.org/006qk6d61","country_code":"VN","type":"education","lineage":["https://openalex.org/I4210093659"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thuy-Binh Nguyen","raw_affiliation_strings":["Faculty of Electrical and Electronics Engineering, University of Transport and Communications, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"Faculty of Electrical and Electronics Engineering, University of Transport and Communications, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210093659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724817","display_name":"Thanh-Hai Tran","orcid":"https://orcid.org/0000-0003-3133-3361"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thanh-Hai Tran","raw_affiliation_strings":["School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067859504","display_name":"Thi\u2010Lan Le","orcid":"https://orcid.org/0000-0001-9541-3905"},"institutions":[{"id":"https://openalex.org/I94518387","display_name":"Hanoi University of Science and Technology","ror":"https://ror.org/04nyv3z04","country_code":"VN","type":"education","lineage":["https://openalex.org/I94518387"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi-Lan Le","raw_affiliation_strings":["School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam"],"affiliations":[{"raw_affiliation_string":"School of Electronics and Telecommunications, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I94518387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":9,"corresponding_author_ids":["https://openalex.org/A5019384763"],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.4803,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.66112745,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":97},"biblio":{"volume":null,"issue":null,"first_page":"1","last_page":"6"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11714","display_name":"Multimodal Machine Learning Applications","score":0.9995999932289124,"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":0.9995999932289124,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9975000023841858,"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"}},{"id":"https://openalex.org/T10812","display_name":"Human Pose and Action Recognition","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"}}],"keywords":[{"id":"https://openalex.org/keywords/vietnamese","display_name":"Vietnamese","score":0.8801569938659668},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8494170904159546},{"id":"https://openalex.org/keywords/natural-language-processing","display_name":"Natural language processing","score":0.7019846439361572},{"id":"https://openalex.org/keywords/leverage","display_name":"Leverage (statistics)","score":0.6871650218963623},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.6834995150566101},{"id":"https://openalex.org/keywords/language-model","display_name":"Language model","score":0.5847380757331848},{"id":"https://openalex.org/keywords/natural-language","display_name":"Natural language","score":0.5709496140480042},{"id":"https://openalex.org/keywords/embedding","display_name":"Embedding","score":0.4880012571811676},{"id":"https://openalex.org/keywords/natural-language-understanding","display_name":"Natural language understanding","score":0.4606355130672455},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.44562095403671265},{"id":"https://openalex.org/keywords/scale","display_name":"Scale (ratio)","score":0.42725086212158203},{"id":"https://openalex.org/keywords/linguistics","display_name":"Linguistics","score":0.1078503429889679}],"concepts":[{"id":"https://openalex.org/C103621254","wikidata":"https://www.wikidata.org/wiki/Q9199","display_name":"Vietnamese","level":2,"score":0.8801569938659668},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8494170904159546},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.7019846439361572},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.6871650218963623},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.6834995150566101},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.5847380757331848},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.5709496140480042},{"id":"https://openalex.org/C41608201","wikidata":"https://www.wikidata.org/wiki/Q980509","display_name":"Embedding","level":2,"score":0.4880012571811676},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.4606355130672455},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.44562095403671265},{"id":"https://openalex.org/C2778755073","wikidata":"https://www.wikidata.org/wiki/Q10858537","display_name":"Scale (ratio)","level":2,"score":0.42725086212158203},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.1078503429889679},{"id":"https://openalex.org/C121332964","wikidata":"https://www.wikidata.org/wiki/Q413","display_name":"Physics","level":0,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","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/kse53942.2021.9648695","is_oa":false,"landing_page_url":"https://doi.org/10.1109/kse53942.2021.9648695","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"2021 13th International Conference on Knowledge and Systems Engineering (KSE)","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[{"score":0.8600000143051147,"display_name":"Quality Education","id":"https://metadata.un.org/sdg/4"}],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":11,"referenced_works":["https://openalex.org/W2782238183","https://openalex.org/W2801814609","https://openalex.org/W2883311563","https://openalex.org/W2963449390","https://openalex.org/W2979918824","https://openalex.org/W2997421053","https://openalex.org/W3009138575","https://openalex.org/W3095440956","https://openalex.org/W3104453603","https://openalex.org/W3188970567","https://openalex.org/W4255874674"],"related_works":["https://openalex.org/W2367925007","https://openalex.org/W3015724364","https://openalex.org/W4288263119","https://openalex.org/W2967994095","https://openalex.org/W2900126711","https://openalex.org/W4285240985","https://openalex.org/W4225162083","https://openalex.org/W3202115945","https://openalex.org/W2542958340","https://openalex.org/W4389520438"],"abstract_inverted_index":{"Person":[0],"search":[1,28,50,71,92,175],"by":[2,29,55,72,176],"natural":[3,73,177],"language":[4,74,131,178],"description":[5,75,179],"is":[6,117],"a":[7,41,67,79,86,155,165,170],"challenging":[8],"task":[9],"as":[10],"it":[11,43],"has":[12],"to":[13,26,107,125,133,143,145,149,169,173],"model":[14,80,161],"and":[15,114,135,190,197],"learn":[16,108],"visual-text":[17],"semantic":[18],"embedding.":[19],"While":[20],"several":[21],"works":[22],"have":[23,34],"been":[24,35],"dedicated":[25,172],"person":[27,49,70,91,174],"English":[30],"descriptions,":[31],"few":[32],"attempts":[33],"made":[36],"for":[37,48,69,90,129,192],"other":[38],"languages.":[39,53],"As":[40],"result,":[42],"lacks":[44],"of":[45,103],"available":[46],"resource":[47],"in":[51,59,62,76,93,119,141,180,214],"these":[52],"Inspired":[54],"transfer":[56],"learning":[57],"idea":[58],"image":[60],"classification,":[61],"this":[63,96,120],"paper,":[64],"we":[65,123,159],"propose":[66,124],"method":[68,205],"Vietnamese":[77,130,142,181],"using":[78],"whose":[81],"weights":[82,162],"are":[83,194],"trained":[84,163],"on":[85],"large":[87,156,166],"scale":[88,157,167],"dataset":[89,168,171],"English.":[94],"To":[95],"end,":[97],"first,":[98],"the":[99,110,146,151,203],"published":[100],"network":[101],"architecture":[102],"ViTAA":[104],"that":[105,202],"allows":[106],"effectively":[109],"alignment":[111],"between":[112],"visual":[113],"textual":[115],"attributes":[116],"employed":[118],"work.":[121],"Then,":[122],"apply":[126],"different":[127],"techniques":[128],"processing":[132],"analyze":[134],"extract":[136],"relevant":[137,208],"elements":[138],"from":[139,154,164],"descriptions":[140],"feed":[144],"network.":[147],"Finally,":[148],"leverage":[150],"information":[152],"learnt":[153],"dataset,":[158],"employ":[160],"-":[182],"VnPersonSearch.":[183],"The":[184],"obtained":[185],"accuracies":[186],"at":[187],"Top-1,":[188],"Top-5":[189],"Top-10":[191],"VnPersonSearch":[193],"61.57%,":[195],"83.93%":[196],"90.67%":[198],"respectively.":[199],"This":[200],"means":[201],"proposed":[204],"can":[206],"return":[207],"persons":[209],"with":[210],"very":[211],"high":[212],"accuracy":[213],"first":[215],"ten":[216],"results.":[217]},"counts_by_year":[{"year":2025,"cited_by_count":2},{"year":2024,"cited_by_count":3},{"year":2023,"cited_by_count":1},{"year":2022,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
