{"id":"https://openalex.org/W4417284366","doi":"https://doi.org/10.1109/access.2025.3643623","title":"Multilingual Text-Based Person Search Based on Foundation Models","display_name":"Multilingual Text-Based Person Search Based on Foundation Models","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4417284366","doi":"https://doi.org/10.1109/access.2025.3643623"},"language":"en","primary_location":{"id":"doi:10.1109/access.2025.3643623","doi":"https://doi.org/10.1109/access.2025.3643623","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3643623","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"volume":null,"type":"article","is_traditional":true,"indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/access.2025.3643623","any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5114223979","display_name":"Hung-Phong Tran","orcid":null,"observed_orcids":[]},"institutions":[{"id":"https://openalex.org/I4405277486","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 H\u00e0 N\u1ed9i","ror":"https://ror.org/02wdwrr89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277486"]},{"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":"Hung-Phong Tran","raw_affiliation_strings":["SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113341488","display_name":"Thi-Hoai Phan","orcid":"https://orcid.org/0009-0008-7445-1118","observed_orcids":["https://orcid.org/0009-0008-7445-1118"]},"institutions":[{"id":"https://openalex.org/I4405277486","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 H\u00e0 N\u1ed9i","ror":"https://ror.org/02wdwrr89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277486"]},{"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-Hoai Phan","raw_affiliation_strings":["SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","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","observed_orcids":["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-Electronic Engineering, University of Transport and Communications, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0009-0001-4945-2804","affiliations":[{"raw_affiliation_string":"Faculty of Electrical-Electronic Engineering, University of Transport and Communications, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4210093659"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103142524","display_name":"Hong-Quan Nguyen","orcid":"https://orcid.org/0000-0002-2635-6449","observed_orcids":["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":"VN","type":"education","lineage":["https://openalex.org/I4402554016","https://openalex.org/I4402554090"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Hong-Quan Nguyen","raw_affiliation_strings":["Faculty of Information Technology, Viet-Hung Industrial University, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0002-2635-6449","affiliations":[{"raw_affiliation_string":"Faculty of Information Technology, Viet-Hung Industrial University, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4402554090"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5061663230","display_name":"Thi-Ngoc-Diep Do","orcid":"https://orcid.org/0000-0001-9197-7850","observed_orcids":["https://orcid.org/0000-0001-9197-7850"]},"institutions":[{"id":"https://openalex.org/I4405277486","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 H\u00e0 N\u1ed9i","ror":"https://ror.org/02wdwrr89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277486"]},{"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":["SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-9197-7850","affiliations":[{"raw_affiliation_string":"SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101724817","display_name":"Thanh-Hai Tran","orcid":"https://orcid.org/0000-0003-3133-3361","observed_orcids":["https://orcid.org/0000-0003-3133-3361","https://orcid.org/0009-0008-9713-7762"]},"institutions":[{"id":"https://openalex.org/I4405277486","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 H\u00e0 N\u1ed9i","ror":"https://ror.org/02wdwrr89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277486"]},{"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":["SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3133-3361","affiliations":[{"raw_affiliation_string":"SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048234060","display_name":"Thi Thanh Hai Tr\u00e2n","orcid":"https://orcid.org/0000-0003-3985-3599","observed_orcids":["https://orcid.org/0000-0003-3985-3599"]},"institutions":[{"id":"https://openalex.org/I4405277163","display_name":"H\u1ecdc vi\u1ec7n An ninh nh\u00e2n d\u00e2n","ror":"https://ror.org/01ptcf347","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277163"]}],"countries":["VN"],"is_corresponding":false,"raw_author_name":"Thi Thanh Thuy Pham","raw_affiliation_strings":["Faculty of Cyber Security and High-Tech Crime Prevention, Academy of People Security, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0003-3985-3599","affiliations":[{"raw_affiliation_string":"Faculty of Cyber Security and High-Tech Crime Prevention, Academy of People Security, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277163"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5067859504","display_name":"Thi\u2010Lan Le","orcid":"https://orcid.org/0000-0001-9541-3905","observed_orcids":["https://orcid.org/0000-0001-9541-3905"]},"institutions":[{"id":"https://openalex.org/I4405277486","display_name":"Tr\u01b0\u1eddng \u0110\u1ea1i h\u1ecdc Khoa h\u1ecdc v\u00e0 C\u00f4ng ngh\u1ec7 H\u00e0 N\u1ed9i","ror":"https://ror.org/02wdwrr89","country_code":"VN","type":"education","lineage":["https://openalex.org/I4405277486"]},{"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":["SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam"],"raw_orcid":"https://orcid.org/0000-0001-9541-3905","affiliations":[{"raw_affiliation_string":"SigM Laboratory, School of Electrical and Electronic Engineering, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]},{"raw_affiliation_string":"School of Electrical and Electronic Engineering, SigM lab, Hanoi University of Science and Technology, Hanoi, Vietnam","institution_ids":["https://openalex.org/I4405277486","https://openalex.org/I94518387"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":2075,"currency":"USD","value_usd":2075},"apc_paid":{"value":2075,"currency":"USD","value_usd":2075},"fwci":0.7107,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.63844079,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":97},"biblio":{"volume":"13","issue":null,"first_page":"212635","last_page":"212651"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.3978999853134155,"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/T10627","display_name":"Advanced Image and Video Retrieval Techniques","score":0.3978999853134155,"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":0.35740000009536743,"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/T11714","display_name":"Multimodal Machine Learning Applications","score":0.14659999310970306,"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/text-based-person-search","display_name":"text-based person search","score":0.9950000047683716},{"id":"https://openalex.org/keywords/low-resource-languages","display_name":"low-resource languages","score":0.8309999704360962},{"id":"https://openalex.org/keywords/vietnamese-language","display_name":"Vietnamese language","score":0.4650000035762787},{"id":"https://openalex.org/keywords/data-augmentation","display_name":"data augmentation","score":0.8169999718666077},{"id":"https://openalex.org/keywords/loss-functions","display_name":"loss functions","score":0.6890000104904175},{"id":"https://openalex.org/keywords/siglip","display_name":"SigLIP","score":0.5709999799728394}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8604000210762024},{"id":"https://openalex.org/C153083717","wikidata":"https://www.wikidata.org/wiki/Q6535263","display_name":"Leverage (statistics)","level":2,"score":0.796999990940094},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5577999949455261},{"id":"https://openalex.org/C185798385","wikidata":"https://www.wikidata.org/wiki/Q1161707","display_name":"Benchmark (surveying)","level":2,"score":0.5435000061988831},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.5062000155448914},{"id":"https://openalex.org/C118505674","wikidata":"https://www.wikidata.org/wiki/Q42586063","display_name":"Encoder","level":2,"score":0.49160000681877136},{"id":"https://openalex.org/C2776760102","wikidata":"https://www.wikidata.org/wiki/Q5139990","display_name":"Code (set theory)","level":3,"score":0.45649999380111694},{"id":"https://openalex.org/C204321447","wikidata":"https://www.wikidata.org/wiki/Q30642","display_name":"Natural language processing","level":1,"score":0.41760000586509705},{"id":"https://openalex.org/C195324797","wikidata":"https://www.wikidata.org/wiki/Q33742","display_name":"Natural language","level":2,"score":0.41519999504089355},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.40230000019073486},{"id":"https://openalex.org/C150899416","wikidata":"https://www.wikidata.org/wiki/Q1820378","display_name":"Transfer of learning","level":2,"score":0.4011000096797943},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.3345000147819519},{"id":"https://openalex.org/C67186912","wikidata":"https://www.wikidata.org/wiki/Q367664","display_name":"Data modeling","level":2,"score":0.32260000705718994},{"id":"https://openalex.org/C51632099","wikidata":"https://www.wikidata.org/wiki/Q3985153","display_name":"Training set","level":2,"score":0.32249999046325684},{"id":"https://openalex.org/C2780035574","wikidata":"https://www.wikidata.org/wiki/Q30081","display_name":"Multilingualism","level":2,"score":0.3151000142097473},{"id":"https://openalex.org/C2522767166","wikidata":"https://www.wikidata.org/wiki/Q2374463","display_name":"Data science","level":1,"score":0.31290000677108765},{"id":"https://openalex.org/C108583219","wikidata":"https://www.wikidata.org/wiki/Q197536","display_name":"Deep learning","level":2,"score":0.2874000072479248},{"id":"https://openalex.org/C2779439875","wikidata":"https://www.wikidata.org/wiki/Q1078276","display_name":"Natural language understanding","level":3,"score":0.2720000147819519},{"id":"https://openalex.org/C136389625","wikidata":"https://www.wikidata.org/wiki/Q334384","display_name":"Supervised learning","level":3,"score":0.26669999957084656},{"id":"https://openalex.org/C94922259","wikidata":"https://www.wikidata.org/wiki/Q33215","display_name":"Constructed language","level":2,"score":0.26510000228881836},{"id":"https://openalex.org/C44291984","wikidata":"https://www.wikidata.org/wiki/Q1074173","display_name":"Question answering","level":2,"score":0.2581000030040741}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/access.2025.3643623","doi":"https://doi.org/10.1109/access.2025.3643623","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3643623","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"}],"best_oa_location":{"id":"doi:10.1109/access.2025.3643623","doi":"https://doi.org/10.1109/access.2025.3643623","is_oa":true,"landing_page_url":"https://doi.org/10.1109/access.2025.3643623","pdf_url":null,"source":{"id":"https://openalex.org/S2485537415","display_name":"IEEE Access","issn_l":"2169-3536","issn":["2169-3536"],"is_oa":true,"is_in_doaj":true,"is_core":true,"listed_in":["anvur-scientific","cwts-core","doaj","jufo-1","ki-jl-1","norway-1","oarl","poland-100","russia-white-list-1","vabb-shw"],"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":"cc-by-nc-nd","license_id":"https://openalex.org/licenses/cc-by-nc-nd","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"IEEE Access","raw_type":"journal-article"},"sustainable_development_goals":[],"study_designs":[],"awards":[{"id":"https://openalex.org/G5921394104","display_name":null,"funder_award_id":"B2024-GHA-11","funder_id":"https://openalex.org/F4320311687","funder_display_name":"Ministry of Education"}],"funders":[{"id":"https://openalex.org/F4320311687","display_name":"Ministry of Education","ror":"https://ror.org/03m01yf64"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":33,"referenced_works":["https://openalex.org/W2270070752","https://openalex.org/W2883311563","https://openalex.org/W2894786240","https://openalex.org/W2963449390","https://openalex.org/W2997421053","https://openalex.org/W3007955273","https://openalex.org/W3009138575","https://openalex.org/W3027883268","https://openalex.org/W3035620708","https://openalex.org/W3095440956","https://openalex.org/W3174010726","https://openalex.org/W3210390771","https://openalex.org/W4200262813","https://openalex.org/W4200633094","https://openalex.org/W4220799598","https://openalex.org/W4312804044","https://openalex.org/W4312998013","https://openalex.org/W4313681013","https://openalex.org/W4322730934","https://openalex.org/W4380450810","https://openalex.org/W4385572320","https://openalex.org/W4386065462","https://openalex.org/W4387951125","https://openalex.org/W4388116191","https://openalex.org/W4389331836","https://openalex.org/W4390873312","https://openalex.org/W4391756483","https://openalex.org/W4392930945","https://openalex.org/W4393158793","https://openalex.org/W4399708354","https://openalex.org/W4402390126","https://openalex.org/W4406861361","https://openalex.org/W4411149047"],"related_works":["https://openalex.org/W4406861361","https://openalex.org/W7223110762","https://openalex.org/W4413636808","https://openalex.org/W4402390126","https://openalex.org/W4220799598","https://openalex.org/W7202354995","https://openalex.org/W4200262813","https://openalex.org/W7118017490","https://openalex.org/W3165835426","https://openalex.org/W4412346782"],"abstract_inverted_index":{"In":[0,73],"recent":[1],"years,":[2],"text-based":[3,80],"person":[4,42,81],"search":[5,43,82,242],"(TBPS)":[6],"has":[7,27],"garnered":[8],"significant":[9,25],"attention,":[10],"which":[11,56,86],"involves":[12],"tackling":[13],"complex":[14],"issues":[15],"in":[16,45,64,146],"both":[17,97,124,179],"natural":[18],"language":[19],"processing":[20],"and":[21,99,109,126,142,152,164,170,182,190,195,200,202,206,213,237],"computer":[22],"vision.":[23],"Although":[24],"progress":[26],"been":[28],"made,":[29],"most":[30],"TBPS":[31],"methods":[32,177],"have":[33,130],"focused":[34],"mainly":[35],"on":[36,134,166,178,198,208],"English-language":[37],"descriptions.":[38],"As":[39],"a":[40,68,78,88,228],"result,":[41],"performance":[44,220],"non-English":[46],"languages":[47,60,148],"remains":[48],"significantly":[49],"lower":[50],"compared":[51,221],"to":[52,61,95,112,222,233],"English.":[53],"Multilingual":[54],"models,":[55],"can":[57],"leverage":[58],"high-resource":[59],"enhance":[62,113],"understanding":[63],"low-resource":[65,127],"ones,":[66],"offer":[67],"promising":[69],"solution":[70],"for":[71],"TBPS.":[72],"this":[74],"paper,":[75],"we":[76,103,129,226],"propose":[77],"multilingual":[79,89,121],"method,":[83],"named":[84],"TBPS-mSigLIP,":[85],"utilizes":[87],"visual-language":[90],"model":[91,114],"as":[92],"an":[93],"encoder":[94],"extract":[96],"visual":[98],"textual":[100],"features.":[101],"Then,":[102],"incorporate":[104],"various":[105],"data":[106],"augmentation":[107],"techniques":[108],"loss":[110],"functions":[111],"performance.":[115,243],"To":[116],"assess":[117],"the":[118,180,215],"effectiveness":[119],"of":[120,160,188],"models":[122],"across":[123],"high-":[125],"languages,":[128],"conducted":[131],"extensive":[132],"experiments":[133],"four":[135],"benchmark":[136],"datasets":[137],"including":[138],"CUHK-PEDES,":[139,167],"3000VnPersonSearch,":[140,168,199],"3000Vn-V2E,":[141,169,209],"PRW-TPS-CN":[143,171],"with":[144,185],"queries":[145],"three":[147],"(i.e.":[149],"Vietnamese,":[150],"English,":[151],"Chinese).":[153],"The":[154],"proposed":[155,216],"method":[156],"achieves":[157],"Rank@1":[158,186],"accuracies":[159],"70.76%,":[161],"49.70%,":[162],"39.33%,":[163],"46.78%":[165],"datasets,":[172,184],"respectively.":[173,210],"It":[174],"outperforms":[175],"existing":[176],"3000VnPersonSearch":[181],"3000Vn-V2E":[183],"improvements":[187],"9.4%":[189],"11.05%":[191],"over":[192,204],"CFFVL":[193],"[1]":[194],"M-IRRA":[196,207],"[2]":[197],"2.26%":[201],"3.93%":[203],"TBPS-CLIP":[205],"On":[211],"CUHK-PEDES":[212],"PRW-TPS-CN,":[214],"framework":[217],"demonstrates":[218],"competitive":[219],"state-of-the-art":[223],"methods.":[224],"Furthermore,":[225],"introduce":[227],"two-stage":[229],"transfer":[230],"learning":[231],"paradigm":[232],"reduce":[234],"memory":[235],"usage":[236],"training":[238],"time":[239],"while":[240],"maintaining":[241],"Our":[244],"code":[245],"is":[246],"available":[247],"at:":[248],"https://github.com/sigm-seee/TBPS_mSigLIP.":[249]},"counts_by_year":[{"year":2026,"cited_by_count":3}],"updated_date":"2026-11-12T12:28:57.059296","created_date":"2025-12-12T00:00:00"}
