{"id":"https://openalex.org/W4403390861","doi":"https://doi.org/10.1109/jstars.2024.3480014","title":"Fine-Grained Information Supplementation and Value-Guided Learning for Remote Sensing Image-Text Retrieval","display_name":"Fine-Grained Information Supplementation and Value-Guided Learning for Remote Sensing Image-Text Retrieval","publication_year":2024,"publication_date":"2024-01-01","ids":{"openalex":"https://openalex.org/W4403390861","doi":"https://doi.org/10.1109/jstars.2024.3480014"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3480014","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3480014","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1109/jstars.2024.3480014","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5088614727","display_name":"Zihui Zhou","orcid":"https://orcid.org/0009-0001-2995-4831"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Zihui Zhou","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0001-2995-4831","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044170543","display_name":"Yong Feng","orcid":"https://orcid.org/0000-0002-8820-8388"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Yong Feng","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-8820-8388","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018103296","display_name":"Agen Qiu","orcid":"https://orcid.org/0009-0007-2195-9252"},"institutions":[{"id":"https://openalex.org/I4210141849","display_name":"National Administration of Surveying, Mapping and Geoinformation of China","ror":"https://ror.org/04z3map19","country_code":"CN","type":"government","lineage":["https://openalex.org/I4210141849"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Agen Qiu","raw_affiliation_strings":["State Key Laboratory of Geo-Information Engineering and Key Laboratory of Surveying and Mapping Science and Geospatial Information Technology of MNR, CASM, Beijing, China"],"raw_orcid":"https://orcid.org/0009-0007-2195-9252","affiliations":[{"raw_affiliation_string":"State Key Laboratory of Geo-Information Engineering and Key Laboratory of Surveying and Mapping Science and Geospatial Information Technology of MNR, CASM, Beijing, China","institution_ids":["https://openalex.org/I4210141849"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5051930429","display_name":"Guangyao Duan","orcid":"https://orcid.org/0009-0009-6219-7068"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guofan Duan","raw_affiliation_strings":["Chongqing Metropolitan College of Science and Technology, Chongqing, China"],"raw_orcid":"https://orcid.org/0009-0009-6219-7068","affiliations":[{"raw_affiliation_string":"Chongqing Metropolitan College of Science and Technology, Chongqing, China","institution_ids":[]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5107556956","display_name":"Mingliang Zhou","orcid":"https://orcid.org/0000-0002-1874-3641"},"institutions":[{"id":"https://openalex.org/I158842170","display_name":"Chongqing University","ror":"https://ror.org/023rhb549","country_code":"CN","type":"education","lineage":["https://openalex.org/I158842170"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Mingliang Zhou","raw_affiliation_strings":["College of Computer Science, Chongqing University, Chongqing, China"],"raw_orcid":"https://orcid.org/0000-0002-1874-3641","affiliations":[{"raw_affiliation_string":"College of Computer Science, Chongqing University, Chongqing, China","institution_ids":["https://openalex.org/I158842170"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":0.8749,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.75375134,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":98},"biblio":{"volume":"17","issue":null,"first_page":"19194","last_page":"19210"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10824","display_name":"Image Retrieval and Classification Techniques","score":0.9878000020980835,"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":0.9878000020980835,"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":0.9771999716758728,"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":0.7087886333465576},{"id":"https://openalex.org/keywords/image-retrieval","display_name":"Image retrieval","score":0.5286924242973328},{"id":"https://openalex.org/keywords/value","display_name":"Value (mathematics)","score":0.5051377415657043},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.42076507210731506},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.39925479888916016},{"id":"https://openalex.org/keywords/information-retrieval","display_name":"Information retrieval","score":0.395328164100647},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.3694857060909271},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3203452229499817},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.23474791646003723},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.09021276235580444}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7087886333465576},{"id":"https://openalex.org/C1667742","wikidata":"https://www.wikidata.org/wiki/Q10927554","display_name":"Image retrieval","level":3,"score":0.5286924242973328},{"id":"https://openalex.org/C2776291640","wikidata":"https://www.wikidata.org/wiki/Q2912517","display_name":"Value (mathematics)","level":2,"score":0.5051377415657043},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.42076507210731506},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.39925479888916016},{"id":"https://openalex.org/C23123220","wikidata":"https://www.wikidata.org/wiki/Q816826","display_name":"Information retrieval","level":1,"score":0.395328164100647},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3694857060909271},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3203452229499817},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.23474791646003723},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.09021276235580444}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3480014","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3480014","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:3af40694434348b29c703053dcd4662e","is_oa":true,"landing_page_url":"https://doaj.org/article/3af40694434348b29c703053dcd4662e","pdf_url":null,"source":{"id":"https://openalex.org/S4306401280","display_name":"DOAJ (DOAJ: Directory of Open Access Journals)","issn_l":null,"issn":null,"is_oa":false,"is_in_doaj":false,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by-sa","license_id":"https://openalex.org/licenses/cc-by-sa","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, Vol 17, Pp 19194-19210 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3480014","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3480014","pdf_url":null,"source":{"id":"https://openalex.org/S117727964","display_name":"IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing","issn_l":"1939-1404","issn":["1939-1404","2151-1535"],"is_oa":true,"is_in_doaj":true,"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 Journal of Selected Topics in Applied Earth Observations and Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G3467323009","display_name":null,"funder_award_id":"62262006","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"}],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":71,"referenced_works":["https://openalex.org/W1905882502","https://openalex.org/W2138621090","https://openalex.org/W2151834591","https://openalex.org/W2296073425","https://openalex.org/W2515866431","https://openalex.org/W2618530766","https://openalex.org/W2779054585","https://openalex.org/W2887964057","https://openalex.org/W2896457183","https://openalex.org/W2908510526","https://openalex.org/W3000172657","https://openalex.org/W3003584883","https://openalex.org/W3026303927","https://openalex.org/W3035454331","https://openalex.org/W3035693354","https://openalex.org/W3097527797","https://openalex.org/W3100245404","https://openalex.org/W3105577662","https://openalex.org/W3110846182","https://openalex.org/W3118694826","https://openalex.org/W3136416617","https://openalex.org/W3138516171","https://openalex.org/W3140792177","https://openalex.org/W3142849873","https://openalex.org/W3165084071","https://openalex.org/W3173748501","https://openalex.org/W3184735396","https://openalex.org/W3184784418","https://openalex.org/W3205500251","https://openalex.org/W3208803664","https://openalex.org/W3215626407","https://openalex.org/W4214493665","https://openalex.org/W4224911357","https://openalex.org/W4225166070","https://openalex.org/W4226172762","https://openalex.org/W4289538158","https://openalex.org/W4296079338","https://openalex.org/W4308743547","https://openalex.org/W4309531267","https://openalex.org/W4312219282","https://openalex.org/W4312275662","https://openalex.org/W4313055764","https://openalex.org/W4313121711","https://openalex.org/W4313178921","https://openalex.org/W4315778358","https://openalex.org/W4322627364","https://openalex.org/W4362465355","https://openalex.org/W4377143118","https://openalex.org/W4378696930","https://openalex.org/W4379806246","https://openalex.org/W4381748113","https://openalex.org/W4386075677","https://openalex.org/W4386952228","https://openalex.org/W4387969154","https://openalex.org/W4388624611","https://openalex.org/W4389665280","https://openalex.org/W4392061609","https://openalex.org/W4392940311","https://openalex.org/W4395029188","https://openalex.org/W4396909863","https://openalex.org/W4401819987","https://openalex.org/W6640212811","https://openalex.org/W6757817989","https://openalex.org/W6760278398","https://openalex.org/W6789753369","https://openalex.org/W6798805250","https://openalex.org/W6802864417","https://openalex.org/W6803872405","https://openalex.org/W6804095316","https://openalex.org/W6856883027","https://openalex.org/W7057556061"],"related_works":["https://openalex.org/W2121524756","https://openalex.org/W782553550","https://openalex.org/W1987967678","https://openalex.org/W2633218168","https://openalex.org/W4235897794","https://openalex.org/W2059707233","https://openalex.org/W2085738998","https://openalex.org/W2095126257","https://openalex.org/W2031511989","https://openalex.org/W1606936601"],"abstract_inverted_index":{"Remote":[0],"sensing":[1,185,192],"(RS)":[2],"image-text":[3],"retrieval":[4],"is":[5],"a":[6,49,79,101,164],"practical":[7],"and":[8,33,84,99,109,134,155,190,202],"challenging":[9],"task":[10],"that":[11,88,168],"has":[12],"received":[13],"considerable":[14],"attention.":[15],"Currently,":[16],"most":[17,69,172],"approaches":[18],"rely":[19],"on":[20,170,182],"either":[21],"convolutional":[22],"neural":[23],"networks":[24],"or":[25],"Transformers,":[26],"which":[27],"cannot":[28],"effectively":[29],"extract":[30],"both":[31,132],"global":[32,133],"fine-grained":[34,80,124,158],"features":[35],"simultaneously.":[36],"Furthermore,":[37,137],"the":[38,45,56,93,116,121,140,151,156,171,183,200],"problem":[39,141],"of":[40,58,123,142,178,204],"high":[41,143],"intramodal":[42],"similarity":[43,145],"in":[44,68,92],"RS":[46,94],"domain":[47,95],"poses":[48],"challenge":[50],"for":[51,96,131],"feature":[52,97,111],"learning.":[53],"In":[54,71],"addition,":[55],"characteristics":[57],"model":[59,87],"training":[60,103],"at":[61,175],"different":[62],"stages":[63],"seem":[64],"to":[65,73,105,119],"be":[66],"neglected":[67],"studies.":[70],"order":[72],"tackle":[74],"these":[75],"problems,":[76],"we":[77,114,138,162],"propose":[78],"information":[81,174],"supplementation":[82,98,122],"(FGIS)":[83],"value-guided":[85,102,165],"learning":[86,166],"leverages":[89],"prior":[90],"knowledge":[91],"employs":[100],"approach":[104],"learn":[106],"fine-grained,":[107],"expressive,":[108],"robust":[110],"representations.":[112],"Specifically,":[113],"introduce":[115],"FGIS":[117],"module":[118],"facilitate":[120],"visual":[125],"features,":[126],"thereby":[127],"enhancing":[128],"perceptual":[129,159],"abilities":[130],"local":[135],"features.":[136],"mitigate":[139],"intra-modal":[144],"by":[146],"proposing":[147],"two":[148],"loss":[149,154],"functions:":[150],"weighted":[152],"contrastive":[153],"scene-adaptive":[157],"loss.":[160],"Finally,":[161],"design":[163],"framework":[167],"focuses":[169],"important":[173],"each":[176],"stage":[177],"training.":[179],"Extensive":[180],"experiments":[181],"remote":[184,191],"image":[186,193],"captioning":[187],"dataset":[188,196],"(RSICD)":[189],"text":[194],"match":[195],"(RSITMD)":[197],"datasets":[198],"verify":[199],"effectiveness":[201],"superiority":[203],"our":[205],"model.":[206]},"counts_by_year":[{"year":2025,"cited_by_count":4}],"updated_date":"2026-06-11T09:08:48.828518","created_date":"2025-10-10T00:00:00"}