{"id":"https://openalex.org/W4405934350","doi":"https://doi.org/10.1109/jstars.2024.3524382","title":"A Novel Change Detection Method Based on Visual Language From High-Resolution Remote Sensing Images","display_name":"A Novel Change Detection Method Based on Visual Language From High-Resolution Remote Sensing Images","publication_year":2024,"publication_date":"2024-12-31","ids":{"openalex":"https://openalex.org/W4405934350","doi":"https://doi.org/10.1109/jstars.2024.3524382"},"language":"en","primary_location":{"id":"doi:10.1109/jstars.2024.3524382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524382","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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.2024.3524382","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5007090988","display_name":"J. F. Qiu","orcid":"https://orcid.org/0009-0001-2139-4550"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junlong Qiu","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-2139-4550","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100611551","display_name":"Wei Liu","orcid":"https://orcid.org/0000-0001-8808-7961"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Wei Liu","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-8808-7961","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5092219680","display_name":"Hui Zhang","orcid":"https://orcid.org/0009-0001-2138-2656"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hui Zhang","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0009-0001-2138-2656","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5042696867","display_name":"Erzhu Li","orcid":"https://orcid.org/0000-0002-5881-618X"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Erzhu Li","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0002-5881-618X","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5101612318","display_name":"Lianpeng Zhang","orcid":"https://orcid.org/0000-0001-9765-9730"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Lianpeng Zhang","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0001-9765-9730","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100358708","display_name":"Xing Li","orcid":"https://orcid.org/0000-0003-3793-1581"},"institutions":[{"id":"https://openalex.org/I118574674","display_name":"Jiangsu Normal University","ror":"https://ror.org/051hvcm98","country_code":"CN","type":"education","lineage":["https://openalex.org/I118574674"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xing Li","raw_affiliation_strings":["School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China"],"raw_orcid":"https://orcid.org/0000-0003-3793-1581","affiliations":[{"raw_affiliation_string":"School of Geography, Geomatics, and Planning, Jiangsu Normal University, Xuzhou, China","institution_ids":["https://openalex.org/I118574674"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":1,"corresponding_author_ids":[],"corresponding_institution_ids":["https://openalex.org/I118574674"],"apc_list":{"value":1250,"currency":"USD","value_usd":1250},"apc_paid":{"value":1250,"currency":"USD","value_usd":1250},"fwci":1.5762,"has_fulltext":false,"cited_by_count":7,"citation_normalized_percentile":{"value":0.81875046,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":99},"biblio":{"volume":"18","issue":null,"first_page":"4554","last_page":"4567"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.8342999815940857,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.8342999815940857,"subfield":{"id":"https://openalex.org/subfields/1902","display_name":"Atmospheric Science"},"field":{"id":"https://openalex.org/fields/19","display_name":"Earth and Planetary Sciences"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6923040151596069},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6420597434043884},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.552271842956543},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.5016908645629883},{"id":"https://openalex.org/keywords/image-resolution","display_name":"Image resolution","score":0.48740437626838684},{"id":"https://openalex.org/keywords/resolution","display_name":"Resolution (logic)","score":0.46455520391464233},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44821587204933167},{"id":"https://openalex.org/keywords/geology","display_name":"Geology","score":0.117852121591568}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6923040151596069},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6420597434043884},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.552271842956543},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.5016908645629883},{"id":"https://openalex.org/C205372480","wikidata":"https://www.wikidata.org/wiki/Q210521","display_name":"Image resolution","level":2,"score":0.48740437626838684},{"id":"https://openalex.org/C138268822","wikidata":"https://www.wikidata.org/wiki/Q1051925","display_name":"Resolution (logic)","level":2,"score":0.46455520391464233},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44821587204933167},{"id":"https://openalex.org/C127313418","wikidata":"https://www.wikidata.org/wiki/Q1069","display_name":"Geology","level":0,"score":0.117852121591568}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1109/jstars.2024.3524382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524382","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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:e0d746c3bba34f2a9743e759dcf717fe","is_oa":true,"landing_page_url":"https://doaj.org/article/e0d746c3bba34f2a9743e759dcf717fe","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 18, Pp 4554-4567 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1109/jstars.2024.3524382","is_oa":true,"landing_page_url":"https://doi.org/10.1109/jstars.2024.3524382","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":"cc-by","license_id":"https://openalex.org/licenses/cc-by","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/G6064027023","display_name":null,"funder_award_id":"42471457","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":66,"referenced_works":["https://openalex.org/W2036798369","https://openalex.org/W2091432990","https://openalex.org/W2096733369","https://openalex.org/W2395611524","https://openalex.org/W2583993537","https://openalex.org/W2592962403","https://openalex.org/W2610166850","https://openalex.org/W2616247523","https://openalex.org/W2751993439","https://openalex.org/W2891248708","https://openalex.org/W2963466847","https://openalex.org/W2971058209","https://openalex.org/W2981207549","https://openalex.org/W3027225766","https://openalex.org/W3035725276","https://openalex.org/W3130754787","https://openalex.org/W3176330035","https://openalex.org/W3180045188","https://openalex.org/W3183729446","https://openalex.org/W3184566187","https://openalex.org/W3198377975","https://openalex.org/W4214601273","https://openalex.org/W4224247055","https://openalex.org/W4226022474","https://openalex.org/W4285111599","https://openalex.org/W4286611322","https://openalex.org/W4288391486","https://openalex.org/W4312378515","https://openalex.org/W4312549298","https://openalex.org/W4312651322","https://openalex.org/W4312795296","https://openalex.org/W4312980231","https://openalex.org/W4313156423","https://openalex.org/W4362653113","https://openalex.org/W4384393272","https://openalex.org/W4385815641","https://openalex.org/W4385863649","https://openalex.org/W4387188337","https://openalex.org/W4387917939","https://openalex.org/W4388752343","https://openalex.org/W4388854793","https://openalex.org/W4388937292","https://openalex.org/W4390187470","https://openalex.org/W4390848649","https://openalex.org/W4390874575","https://openalex.org/W4391021462","https://openalex.org/W4391486420","https://openalex.org/W4391879253","https://openalex.org/W4392869496","https://openalex.org/W4393002303","https://openalex.org/W4393906060","https://openalex.org/W4394938913","https://openalex.org/W4401819987","https://openalex.org/W4403039181","https://openalex.org/W6687566353","https://openalex.org/W6752083267","https://openalex.org/W6755207826","https://openalex.org/W6778883912","https://openalex.org/W6791353385","https://openalex.org/W6796581206","https://openalex.org/W6800751262","https://openalex.org/W6802517928","https://openalex.org/W6803872405","https://openalex.org/W6810334672","https://openalex.org/W6839562487","https://openalex.org/W6854878091"],"related_works":["https://openalex.org/W2362774332","https://openalex.org/W4249245269","https://openalex.org/W2765548132","https://openalex.org/W2025681766","https://openalex.org/W2369060955","https://openalex.org/W2542402767","https://openalex.org/W3023086044","https://openalex.org/W2294441925","https://openalex.org/W2142226356","https://openalex.org/W3210000161"],"abstract_inverted_index":{"Recently,":[0],"the":[1,17,61,73,87,120,123,138,160,172],"release":[2],"of":[3,122,171,174],"\u201call-in-one\u201d":[4],"foundation":[5,88],"models":[6,21],"has":[7],"sparked":[8],"rapid":[9],"developments":[10],"in":[11,30],"artificial":[12],"intelligence.":[13],"However,":[14],"due":[15],"to":[16,68,109],"fact":[18],"that":[19,137],"these":[20,146],"are":[22],"typically":[23],"trained":[24],"on":[25,49,60,130,145],"natural":[26],"images,":[27,56],"their":[28],"potential":[29],"remote":[31,54,94],"sensing":[32,55,95],"remains":[33],"largely":[34],"untapped.":[35],"To":[36,118],"address":[37],"this":[38,40],"gap,":[39],"article":[41],"proposes":[42],"a":[43,78,97,104],"novel":[44],"change":[45,105],"detection":[46],"method":[47],"based":[48],"visual":[50],"language":[51],"from":[52,86,93],"high-resolution":[53],"named":[57],"VLCD.":[58],"Specifically,":[59],"text":[62],"side,":[63,75],"we":[64,76,102,126],"use":[65],"context":[66],"optimization":[67],"align":[69],"text\u2013image":[70],"semantics.":[71],"On":[72],"image":[74],"construct":[77],"side":[79],"fusion":[80],"network,":[81],"which":[82],"integrates":[83],"universal":[84],"features":[85,92],"model":[89],"with":[90],"domain-specific":[91],"through":[96,163],"bridging":[98],"module.":[99],"In":[100],"addition,":[101],"introduce":[103],"feature":[106],"computation":[107],"module":[108],"integrate":[110],"global":[111],"features,":[112,114],"difference":[113],"and":[115,143,155],"textual":[116],"information.":[117],"validate":[119],"effectiveness":[121],"proposed":[124,139],"method,":[125],"conducted":[127],"comparative":[128],"experiments":[129],"three":[131,147],"public":[132],"datasets.":[133],"The":[134],"results":[135,161],"show":[136],"VLCD":[140],"achieved":[141],"state-of-the-artF1-scores":[142],"IoUs":[144],"datasets:":[148],"LEVIR-CD":[149],"(90.99%,":[150],"83.46%),":[151],"SYSU-CD":[152],"(83.05%,":[153],"71.01%),":[154],"S2Looking":[156],"(62.75%,":[157],"45.89%),":[158],"outperforming":[159],"obtained":[162],"full":[164],"fine-tuning":[165],"while":[166],"using":[167],"less":[168],"than":[169],"one-tenth":[170],"number":[173],"parameters.":[175]},"counts_by_year":[{"year":2026,"cited_by_count":5},{"year":2025,"cited_by_count":2}],"updated_date":"2026-07-29T09:40:50.615796","created_date":"2025-10-10T00:00:00"}