{"id":"https://openalex.org/W4407317008","doi":"https://doi.org/10.1109/tgrs.2025.3540080","title":"Label Semantic Dynamic Guidance Network for Remote Sensing Image Scene Classification","display_name":"Label Semantic Dynamic Guidance Network for Remote Sensing Image Scene Classification","publication_year":2025,"publication_date":"2025-01-01","ids":{"openalex":"https://openalex.org/W4407317008","doi":"https://doi.org/10.1109/tgrs.2025.3540080"},"language":"en","primary_location":{"id":"doi:10.1109/tgrs.2025.3540080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3540080","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","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":"Borui Chai","orcid":"https://orcid.org/0009-0003-1427-2082"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Borui Chai","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0003-1427-2082","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5057338823","display_name":"Tianming Zhao","orcid":"https://orcid.org/0000-0002-1782-4781"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tianming Zhao","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1782-4781","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5048401788","display_name":"Runou Yang","orcid":"https://orcid.org/0009-0000-2296-890X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Runou Yang","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0009-0000-2296-890X","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5022713579","display_name":"Nan Zhang","orcid":"https://orcid.org/0000-0002-1364-8637"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Nan Zhang","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0002-1364-8637","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100419137","display_name":"Tian Tian","orcid":"https://orcid.org/0000-0003-0148-4900"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Tian Tian","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0003-0148-4900","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5108582091","display_name":"Jinwen Tian","orcid":"https://orcid.org/0000-0001-8506-916X"},"institutions":[{"id":"https://openalex.org/I47720641","display_name":"Huazhong University of Science and Technology","ror":"https://ror.org/00p991c53","country_code":"CN","type":"education","lineage":["https://openalex.org/I47720641"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jinwen Tian","raw_affiliation_strings":["National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China"],"raw_orcid":"https://orcid.org/0000-0001-8506-916X","affiliations":[{"raw_affiliation_string":"National Key Laboratory of Multispectral Information Intelligent Processing Technology, School of Artificial Intelligence and Automation, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]},{"raw_affiliation_string":"School of Artificial Intelligence and Automation, National Key Laboratory of Multispectral Information Intelligent Processing Technology, Huazhong University of Science and Technology, Wuhan, China","institution_ids":["https://openalex.org/I47720641"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I47720641"],"apc_list":null,"apc_paid":null,"fwci":4.188,"has_fulltext":false,"cited_by_count":3,"citation_normalized_percentile":{"value":0.93137929,"is_in_top_1_percent":false,"is_in_top_10_percent":true},"cited_by_percentile_year":{"min":94,"max":97},"biblio":{"volume":"63","issue":null,"first_page":"1","last_page":"14"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.920799970626831,"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"}},"topics":[{"id":"https://openalex.org/T13734","display_name":"Advanced Computational Techniques and Applications","score":0.920799970626831,"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"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.7808724641799927},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.5659533739089966},{"id":"https://openalex.org/keywords/contextual-image-classification","display_name":"Contextual image classification","score":0.5618579387664795},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5113932490348816},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4888293147087097},{"id":"https://openalex.org/keywords/image","display_name":"Image (mathematics)","score":0.4656195640563965},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.3342825174331665},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.10893866419792175}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.7808724641799927},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.5659533739089966},{"id":"https://openalex.org/C75294576","wikidata":"https://www.wikidata.org/wiki/Q5165192","display_name":"Contextual image classification","level":3,"score":0.5618579387664795},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5113932490348816},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4888293147087097},{"id":"https://openalex.org/C115961682","wikidata":"https://www.wikidata.org/wiki/Q860623","display_name":"Image (mathematics)","level":2,"score":0.4656195640563965},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.3342825174331665},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.10893866419792175}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1109/tgrs.2025.3540080","is_oa":false,"landing_page_url":"https://doi.org/10.1109/tgrs.2025.3540080","pdf_url":null,"source":{"id":"https://openalex.org/S111326731","display_name":"IEEE Transactions on Geoscience and Remote Sensing","issn_l":"0196-2892","issn":["0196-2892","1558-0644"],"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 Geoscience and Remote Sensing","raw_type":"journal-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[{"id":"https://openalex.org/G8393590882","display_name":"\u57fa\u4e8e\u591a\u6a21\u6001\u6df1\u5ea6\u5b66\u4e60\u7684\u9065\u611f\u56fe\u50cf\u573a\u666f\u5206\u7c7b\u65b9\u6cd5\u7814\u7a76","funder_award_id":"42071339","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":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":54,"referenced_works":["https://openalex.org/W946771493","https://openalex.org/W1980038761","https://openalex.org/W2108598243","https://openalex.org/W2111256709","https://openalex.org/W2138621090","https://openalex.org/W2153425333","https://openalex.org/W2159380933","https://openalex.org/W2161969291","https://openalex.org/W2176673053","https://openalex.org/W2194775991","https://openalex.org/W2515866431","https://openalex.org/W2592962403","https://openalex.org/W2744582969","https://openalex.org/W2765793020","https://openalex.org/W2783165089","https://openalex.org/W2919352650","https://openalex.org/W2948329096","https://openalex.org/W2963446712","https://openalex.org/W3034303554","https://openalex.org/W3035524453","https://openalex.org/W3118660027","https://openalex.org/W3128592650","https://openalex.org/W3130648157","https://openalex.org/W3185662343","https://openalex.org/W4213253308","https://openalex.org/W4214669216","https://openalex.org/W4226291728","https://openalex.org/W4246193833","https://openalex.org/W4282541594","https://openalex.org/W4285505614","https://openalex.org/W4288391265","https://openalex.org/W4288391342","https://openalex.org/W4289731322","https://openalex.org/W4312236199","https://openalex.org/W4312769570","https://openalex.org/W4313461217","https://openalex.org/W4361802383","https://openalex.org/W4362714880","https://openalex.org/W4384521492","https://openalex.org/W4385819877","https://openalex.org/W4389880062","https://openalex.org/W4391974596","https://openalex.org/W4394938913","https://openalex.org/W4394966885","https://openalex.org/W4396782973","https://openalex.org/W4400050723","https://openalex.org/W4402473945","https://openalex.org/W6637373629","https://openalex.org/W6679699912","https://openalex.org/W6726497184","https://openalex.org/W6762718338","https://openalex.org/W6778883912","https://openalex.org/W6788135285","https://openalex.org/W6874156086"],"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/W1983126463","https://openalex.org/W2085738998","https://openalex.org/W2095126257","https://openalex.org/W2546503577"],"abstract_inverted_index":{"The":[0],"remote":[1],"sensing":[2],"image":[3],"scene":[4],"classification":[5,89,113,169],"continues":[6],"to":[7,12,27,61,87,111,135,177],"face":[8],"significant":[9],"challenges":[10],"due":[11],"high":[13],"intraclass":[14,93,147],"diversity":[15],"and":[16,65,82,94,148,165,171],"interclass":[17,95,117,149],"similarity.":[18],"Existing":[19],"methods":[20],"mainly":[21],"use":[22],"semantic":[23,30,38,80],"associations":[24,31],"between":[25,32,53],"images":[26],"establish":[28],"deep":[29],"classes,":[33],"ignoring":[34],"the":[35,42,59,123,143,152,187],"rich":[36],"high-level":[37,46],"knowledge":[39],"contained":[40],"in":[41,145],"label":[43,79,104],"text.":[44],"This":[45],"information":[47,81],"are":[48],"especially":[49],"valuable":[50],"for":[51],"distinguishing":[52],"confusing":[54],"categories,":[55],"as":[56],"it":[57],"enables":[58],"model":[60,90,114,144],"capture":[62],"both":[63,160],"similarity":[64],"distinctive":[66],"features":[67],"effectively.":[68],"In":[69,126],"this":[70],"article,":[71],"we":[72,128],"introduce":[73],"a":[74,84,101,130],"novel":[75],"approach":[76],"that":[77],"incorporates":[78],"proposes":[83],"plug-and-play":[85],"framework":[86,99,156],"guide":[88],"learning":[91,115],"of":[92,116,189],"relationships.":[96],"Specifically,":[97],"our":[98,190],"includes":[100],"dynamic":[102],"soft":[103,120],"module":[105,133],"(DSLM),":[106],"which":[107],"uses":[108],"textual":[109,137],"semantics":[110,138],"facilitate":[112],"relationships":[118,150],"via":[119],"labels":[121],"at":[122,151],"target":[124],"level.":[125,154],"addition,":[127],"design":[129],"coarse-to-fine":[131],"contrastive":[132,140],"(CFCM)":[134],"integrate":[136],"into":[139],"learning,":[141],"guiding":[142],"capturing":[146],"feature":[153],"Our":[155],"is":[157,172],"compatible":[158],"with":[159],"convolutional":[161],"neural":[162],"network":[163],"(CNN)-based":[164],"vision":[166],"transformer":[167],"(ViT)-based":[168],"architectures":[170],"employed":[173],"solely":[174],"during":[175],"training":[176],"minimize":[178],"computational":[179],"overhead.":[180],"Experimental":[181],"results":[182],"on":[183],"four":[184],"datasets":[185],"validate":[186],"effectiveness":[188],"approach.":[191]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":2}],"updated_date":"2026-03-27T05:58:40.876381","created_date":"2025-10-10T00:00:00"}
