{"id":"https://openalex.org/W4410355561","doi":"https://doi.org/10.1080/17538947.2025.2503443","title":"Adversarial learning network for multi-source change detection in built-up areas: integrating VHR RGB and multispectral imagery","display_name":"Adversarial learning network for multi-source change detection in built-up areas: integrating VHR RGB and multispectral imagery","publication_year":2025,"publication_date":"2025-05-14","ids":{"openalex":"https://openalex.org/W4410355561","doi":"https://doi.org/10.1080/17538947.2025.2503443"},"language":"en","primary_location":{"id":"doi:10.1080/17538947.2025.2503443","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2503443","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://doi.org/10.1080/17538947.2025.2503443","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5073878524","display_name":"Amel Oubara","orcid":"https://orcid.org/0000-0001-5336-2505"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Amel Oubara","raw_affiliation_strings":["Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5025357165","display_name":"Falin Wu","orcid":"https://orcid.org/0000-0003-0298-9476"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Falin Wu","raw_affiliation_strings":["Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5110155221","display_name":"Guoxin Qu","orcid":"https://orcid.org/0009-0008-4407-3830"},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Guoxin Qu","raw_affiliation_strings":["Beijing System Design Institute of Electro-Mechanic Engineering"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beijing System Design Institute of Electro-Mechanic Engineering","institution_ids":[]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5034830762","display_name":"Reza Maleki","orcid":"https://orcid.org/0000-0003-3378-9530"},"institutions":[{"id":"https://openalex.org/I82880672","display_name":"Beihang University","ror":"https://ror.org/00wk2mp56","country_code":"CN","type":"education","lineage":["https://openalex.org/I82880672"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Reza Maleki","raw_affiliation_strings":["Beihang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Beihang University","institution_ids":["https://openalex.org/I82880672"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5100631686","display_name":"Gongliu Yang","orcid":"https://orcid.org/0000-0003-2710-9914"},"institutions":[{"id":"https://openalex.org/I76130692","display_name":"Zhejiang University","ror":"https://ror.org/00a2xv884","country_code":"CN","type":"education","lineage":["https://openalex.org/I76130692"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Gongliu Yang","raw_affiliation_strings":["Zhejiang University"],"raw_orcid":null,"affiliations":[{"raw_affiliation_string":"Zhejiang University","institution_ids":["https://openalex.org/I76130692"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":5,"corresponding_author_ids":["https://openalex.org/A5025357165"],"corresponding_institution_ids":["https://openalex.org/I82880672"],"apc_list":{"value":2390,"currency":"USD","value_usd":2390},"apc_paid":{"value":2390,"currency":"USD","value_usd":2390},"fwci":0.8465,"has_fulltext":false,"cited_by_count":1,"citation_normalized_percentile":{"value":0.74928451,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":95,"max":98},"biblio":{"volume":"18","issue":"1","first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9993000030517578,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11659","display_name":"Advanced Image Fusion Techniques","score":0.9958999752998352,"subfield":{"id":"https://openalex.org/subfields/2214","display_name":"Media Technology"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10688","display_name":"Image and Signal Denoising Methods","score":0.9919999837875366,"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/multispectral-image","display_name":"Multispectral image","score":0.8782106041908264},{"id":"https://openalex.org/keywords/change-detection","display_name":"Change detection","score":0.7391932010650635},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.6367806792259216},{"id":"https://openalex.org/keywords/rgb-color-model","display_name":"RGB color model","score":0.5448532104492188},{"id":"https://openalex.org/keywords/cartography","display_name":"Cartography","score":0.5063420534133911},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.5045803785324097},{"id":"https://openalex.org/keywords/multispectral-pattern-recognition","display_name":"Multispectral pattern recognition","score":0.4949330687522888},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.44761332869529724},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.4464346170425415},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.3202742040157318}],"concepts":[{"id":"https://openalex.org/C173163844","wikidata":"https://www.wikidata.org/wiki/Q1761440","display_name":"Multispectral image","level":2,"score":0.8782106041908264},{"id":"https://openalex.org/C203595873","wikidata":"https://www.wikidata.org/wiki/Q25389927","display_name":"Change detection","level":2,"score":0.7391932010650635},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.6367806792259216},{"id":"https://openalex.org/C82990744","wikidata":"https://www.wikidata.org/wiki/Q166194","display_name":"RGB color model","level":2,"score":0.5448532104492188},{"id":"https://openalex.org/C58640448","wikidata":"https://www.wikidata.org/wiki/Q42515","display_name":"Cartography","level":1,"score":0.5063420534133911},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.5045803785324097},{"id":"https://openalex.org/C104541649","wikidata":"https://www.wikidata.org/wiki/Q6935090","display_name":"Multispectral pattern recognition","level":3,"score":0.4949330687522888},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.44761332869529724},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.4464346170425415},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.3202742040157318}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.1080/17538947.2025.2503443","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2503443","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:27e5947ac73b4eab8e89488917e2def9","is_oa":true,"landing_page_url":"https://doaj.org/article/27e5947ac73b4eab8e89488917e2def9","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":"International Journal of Digital Earth, Vol 18, Iss 1 (2025)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.1080/17538947.2025.2503443","is_oa":true,"landing_page_url":"https://doi.org/10.1080/17538947.2025.2503443","pdf_url":null,"source":{"id":"https://openalex.org/S199162493","display_name":"International Journal of Digital Earth","issn_l":"1753-8947","issn":["1753-8947","1753-8955"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310320547","host_organization_name":"Taylor & Francis","host_organization_lineage":["https://openalex.org/P4310320547"],"host_organization_lineage_names":["Taylor & Francis"],"type":"journal"},"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"International Journal of Digital Earth","raw_type":"journal-article"},"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":46,"referenced_works":["https://openalex.org/W2431738724","https://openalex.org/W2557186959","https://openalex.org/W2884276099","https://openalex.org/W2891248708","https://openalex.org/W2894544606","https://openalex.org/W2896311823","https://openalex.org/W2896365540","https://openalex.org/W2897083303","https://openalex.org/W2951991161","https://openalex.org/W2963073614","https://openalex.org/W2997043451","https://openalex.org/W3000358529","https://openalex.org/W3001503745","https://openalex.org/W3027225766","https://openalex.org/W3037587714","https://openalex.org/W3040020917","https://openalex.org/W3096831136","https://openalex.org/W3099831940","https://openalex.org/W3119131609","https://openalex.org/W3137814427","https://openalex.org/W3162977387","https://openalex.org/W3164715703","https://openalex.org/W3171427178","https://openalex.org/W3172610471","https://openalex.org/W3176330035","https://openalex.org/W3206533587","https://openalex.org/W4283316813","https://openalex.org/W4285214830","https://openalex.org/W4291001958","https://openalex.org/W4312984702","https://openalex.org/W4319786699","https://openalex.org/W4323064994","https://openalex.org/W4323929084","https://openalex.org/W4367626496","https://openalex.org/W4382246405","https://openalex.org/W4382628891","https://openalex.org/W4383503777","https://openalex.org/W4385863649","https://openalex.org/W4389988275","https://openalex.org/W4392011159","https://openalex.org/W4392111215","https://openalex.org/W4392133642","https://openalex.org/W4394603909","https://openalex.org/W4401943624","https://openalex.org/W4402430759","https://openalex.org/W4405737014"],"related_works":["https://openalex.org/W2792279927","https://openalex.org/W4403391793","https://openalex.org/W2031512949","https://openalex.org/W283587633","https://openalex.org/W2128126485","https://openalex.org/W4382563209","https://openalex.org/W2124952510","https://openalex.org/W2777937183","https://openalex.org/W2108633818","https://openalex.org/W3005969065"],"abstract_inverted_index":{"The":[0,24,85,124],"rapid":[1],"advancement":[2],"of":[3,11,88,119,127,134,164],"remote":[4],"sensing":[5],"technologies":[6],"and":[7,13,50,73,101,105,143],"the":[8,46,89,117,120,128,132,135,162],"increasing":[9],"availability":[10],"satellite":[12],"aerial":[14],"imagery":[15],"have":[16],"created":[17],"new":[18],"opportunities":[19],"for":[20,80],"change":[21,121],"detection":[22],"(CD).":[23],"existing":[25,158],"deep":[26],"learning":[27],"(DL)":[28],"methods":[29],"often":[30],"focus":[31],"on":[32,148],"single-source":[33],"images,":[34,41],"such":[35],"as":[36],"very":[37],"high-resolution":[38],"(VHR)":[39],"RGB":[40,100],"but":[42],"struggle":[43],"due":[44],"to":[45,115],"limited":[47],"spectral":[48],"information":[49],"imaging":[51],"inconsistencies":[52],"within":[53],"them.":[54],"To":[55],"overcome":[56],"these":[57],"limitations,":[58],"this":[59],"paper":[60],"proposes":[61],"an":[62],"innovative":[63],"end-to-end":[64],"adversarial":[65,165],"network":[66,87,91,126,130],"with":[67],"dual-encoders":[68],"that":[69,96,109,153],"extracts":[70],"spectral,":[71],"spatial,":[72],"textural":[74],"features":[75],"from":[76],"multiple":[77],"image":[78],"sources":[79],"CD":[81,170],"in":[82,167,172],"built-up":[83],"areas.":[84],"generator":[86],"proposed":[90,129],"employs":[92],"a":[93,106,111],"dual-encoding":[94],"architecture":[95,108],"simultaneously":[97],"processes":[98],"VHR":[99],"multispectral":[102],"bi-temporal":[103],"images":[104],"decoder":[107],"incorporates":[110],"channel":[112],"attention":[113],"module":[114],"improve":[116],"construction":[118],"map":[122],"(CM).":[123],"discriminator":[125],"evaluates":[131],"authenticity":[133],"generated":[136],"CM,":[137],"refining":[138],"feature":[139],"differentiation":[140],"between":[141],"changed":[142],"unchanged":[144],"regions.":[145],"Conducting":[146],"experiments":[147],"two":[149],"public":[150],"datasets":[151],"demonstrates":[152],"our":[154],"method":[155],"significantly":[156],"outperforms":[157],"DL":[159],"approaches,":[160],"highlighting":[161],"effectiveness":[163],"training":[166],"improving":[168],"multi-source":[169],"reliability":[171],"urban":[173],"environments.":[174]},"counts_by_year":[{"year":2026,"cited_by_count":1}],"updated_date":"2026-06-15T08:34:33.830935","created_date":"2025-10-10T00:00:00"}
