{"id":"https://openalex.org/W4414693296","doi":"https://doi.org/10.1109/lgrs.2025.3616154","title":"Integrating Global and Local Information for Remote Sensing Image\u2013Text Retrieval","display_name":"Integrating Global and Local Information for Remote Sensing Image\u2013Text Retrieval","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4414693296","doi":"https://doi.org/10.1109/lgrs.2025.3616154"},"language":"en","primary_location":{"id":"doi:10.1109/lgrs.2025.3616154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3616154","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","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":null,"display_name":"Ziyun Chen","orcid":"https://orcid.org/0009-0005-6081-1547"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziyun Chen","raw_affiliation_strings":["College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0009-0005-6081-1547","affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100371024","display_name":"Fan Liu","orcid":"https://orcid.org/0000-0001-8746-9845"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Fan Liu","raw_affiliation_strings":["Key Laboratory of Water Big Data Technology of Ministry of Water Resources, College of Computer Science and Software Engineering, Hohai University, Nanjing, China","College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":"https://orcid.org/0000-0001-8746-9845","affiliations":[{"raw_affiliation_string":"Key Laboratory of Water Big Data Technology of Ministry of Water Resources, College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5114060199","display_name":"Zhangqingyun Guan","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zhangqingyun Guan","raw_affiliation_strings":["College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101410562","display_name":"Qian Zhou","orcid":"https://orcid.org/0000-0002-8657-2784"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Qian Zhou","raw_affiliation_strings":["College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5113871107","display_name":"Xiaocong Zhou","orcid":null},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaocong Zhou","raw_affiliation_strings":["College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101465467","display_name":"Chuanyi Zhang","orcid":"https://orcid.org/0000-0001-8724-5796"},"institutions":[{"id":"https://openalex.org/I163340411","display_name":"Hohai University","ror":"https://ror.org/01wd4xt90","country_code":"CN","type":"education","lineage":["https://openalex.org/I163340411"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chuanyi Zhang","raw_affiliation_strings":["College of Artificial Intelligence and Automation, Hohai University, Changzhou, China","College of Computer Science and Software Engineering, Hohai University, Nanjing, China"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"College of Artificial Intelligence and Automation, Hohai University, Changzhou, China","institution_ids":["https://openalex.org/I163340411"]},{"raw_affiliation_string":"College of Computer Science and Software Engineering, Hohai University, Nanjing, China","institution_ids":["https://openalex.org/I163340411"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":0.0,"has_fulltext":false,"cited_by_count":0,"citation_normalized_percentile":{"value":0.22636219,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":null,"biblio":{"volume":"22","issue":null,"first_page":"1","last_page":"5"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9505000114440918,"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/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9505000114440918,"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/closed-captioning","display_name":"Closed captioning","score":0.8040000200271606},{"id":"https://openalex.org/keywords/construct","display_name":"Construct (python library)","score":0.4255000054836273},{"id":"https://openalex.org/keywords/remote-sensing-application","display_name":"Remote sensing application","score":0.3294999897480011},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.28630000352859497}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.804099977016449},{"id":"https://openalex.org/C157657479","wikidata":"https://www.wikidata.org/wiki/Q2367247","display_name":"Closed captioning","level":3,"score":0.8040000200271606},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6987000107765198},{"id":"https://openalex.org/C2780801425","wikidata":"https://www.wikidata.org/wiki/Q5164392","display_name":"Construct (python library)","level":2,"score":0.4255000054836273},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.37389999628067017},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3337000012397766},{"id":"https://openalex.org/C183365957","wikidata":"https://www.wikidata.org/wiki/Q17140402","display_name":"Remote sensing application","level":3,"score":0.3294999897480011},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.28630000352859497},{"id":"https://openalex.org/C137293760","wikidata":"https://www.wikidata.org/wiki/Q3621696","display_name":"Language model","level":2,"score":0.2678000032901764},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.2637999951839447}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/lgrs.2025.3616154","is_oa":false,"landing_page_url":"https://doi.org/10.1109/lgrs.2025.3616154","pdf_url":null,"source":{"id":"https://openalex.org/S126920919","display_name":"IEEE Geoscience and Remote Sensing Letters","issn_l":"1545-598X","issn":["1545-598X","1558-0571"],"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 Geoscience and Remote Sensing Letters","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G1107904429","display_name":null,"funder_award_id":"2022Z071108001","funder_id":"https://openalex.org/F4320322857","funder_display_name":"Aeronautical Science Foundation of China"},{"id":"https://openalex.org/G5660460135","display_name":null,"funder_award_id":"2022Z071108001","funder_id":"https://openalex.org/F4320327472","funder_display_name":"Chinese Aeronautical Establishment"},{"id":"https://openalex.org/G5696355112","display_name":null,"funder_award_id":"20231313","funder_id":"https://openalex.org/F4320324176","funder_display_name":"Changzhou Science and Technology Bureau"},{"id":"https://openalex.org/G7052362745","display_name":null,"funder_award_id":"62302149","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7400425163","display_name":null,"funder_award_id":"62372155","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G7879845350","display_name":null,"funder_award_id":"B240201077","funder_id":"https://openalex.org/F4320335787","funder_display_name":"Fundamental Research Funds for the Central Universities"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320322857","display_name":"Aeronautical Science Foundation of China","ror":"https://ror.org/02wq41p38"},{"id":"https://openalex.org/F4320324176","display_name":"Changzhou Science and Technology Bureau","ror":"https://ror.org/00wgk5w17"},{"id":"https://openalex.org/F4320327472","display_name":"Chinese Aeronautical Establishment","ror":null},{"id":"https://openalex.org/F4320327794","display_name":"Qinglan Project of Jiangsu Province of China","ror":null},{"id":"https://openalex.org/F4320335787","display_name":"Fundamental Research Funds for the Central Universities","ror":null}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2082691405","https://openalex.org/W2510520237","https://openalex.org/W2779054585","https://openalex.org/W3012111773","https://openalex.org/W3093905312","https://openalex.org/W3153469116","https://openalex.org/W3165084071","https://openalex.org/W3168972675","https://openalex.org/W3199693760","https://openalex.org/W4394938913","https://openalex.org/W4402716204","https://openalex.org/W4403827182","https://openalex.org/W4404346576","https://openalex.org/W4406857611","https://openalex.org/W4409796197","https://openalex.org/W4415537011"],"related_works":[],"abstract_inverted_index":{"Pre-trained":[0],"Vision-Language":[1],"Models":[2],"(VLMs)":[3],"have":[4],"demonstrated":[5],"promising":[6],"performance":[7],"in":[8,24,32],"remote":[9,28,49,161],"sensing":[10,50,162],"image-text":[11,19,76,163],"retrieval":[12,77,164],"tasks.":[13,166],"However,":[14],"the":[15,98,137,174],"scarcity":[16],"of":[17,139],"high-quality":[18],"datasets":[20,34],"remains":[21],"a":[22,54,62,80,108,117,142],"challenge":[23],"fine-tuning":[25,145],"VLMs":[26],"for":[27,73,91,97],"sensing.":[29],"The":[30,167],"captions":[31,90,96,126],"existing":[33],"tend":[35],"to":[36,56,88],"be":[37,170],"uniform":[38],"and":[39,70,94,110,131],"lack":[40],"details.":[41],"To":[42,101],"fully":[43],"utilize":[44,103],"rich":[45],"detailed":[46],"information":[47,72],"from":[48],"images,":[51],"we":[52,106,122,135],"propose":[53,107],"method":[55,114,154],"fine-tune":[57,136],"VLMs.":[58],"We":[59],"first":[60],"construct":[61],"new":[63],"visual-language":[64],"dataset":[65,168],"that":[66,152],"balances":[67],"both":[68,129],"Global":[69,109],"Local":[71,111],"Remote":[74],"Sensing":[75],"(GLRS).":[78],"Specifically,":[79],"Multi-modal":[81],"Large":[82,118],"Language":[83,119],"Model":[84,120],"(MLLM)":[85],"is":[86,176],"utilized":[87],"generate":[89],"local":[92,104,132],"patches":[93],"global":[95,130],"entire":[99],"image.":[100],"effectively":[102],"information,":[105],"image":[112],"Captioning":[113],"(GLCap).":[115],"With":[116],"(LLM),":[121],"further":[123],"obtain":[124],"higher-quality":[125],"by":[127],"merging":[128],"captions.":[133],"Finally,":[134],"weights":[138],"RS-M-CLIP":[140],"with":[141],"progressive":[143],"global-local":[144],"strategy":[146],"on":[147,158],"GLRS.":[148],"Experimental":[149],"results":[150],"demonstrate":[151],"our":[153],"outperforms":[155],"state-of-the-art":[156],"approaches":[157],"two":[159],"common":[160],"downstream":[165],"will":[169],"publicly":[171],"available":[172],"once":[173],"paper":[175],"accepted.":[177]},"counts_by_year":[],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}