{"id":"https://openalex.org/W4311350556","doi":"https://doi.org/10.3390/rs14246298","title":"Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images","display_name":"Unsupervised Adversarial Domain Adaptation for Agricultural Land Extraction of Remote Sensing Images","publication_year":2022,"publication_date":"2022-12-12","ids":{"openalex":"https://openalex.org/W4311350556","doi":"https://doi.org/10.3390/rs14246298"},"language":"en","primary_location":{"id":"doi:10.3390/rs14246298","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246298","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6298/pdf?version=1671325883","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"type":"article","indexed_in":["crossref","doaj"],"open_access":{"is_oa":true,"oa_status":"gold","oa_url":"https://www.mdpi.com/2072-4292/14/24/6298/pdf?version=1671325883","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":null,"display_name":"Junbo Zhang","orcid":"https://orcid.org/0000-0002-1313-9154"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Junbo Zhang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100570774","display_name":"Shifeng Xu","orcid":null},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Shifeng Xu","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5103235691","display_name":"Jun Sun","orcid":"https://orcid.org/0000-0002-3854-4826"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jun Sun","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China"],"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5072241759","display_name":"Dinghua Ou","orcid":"https://orcid.org/0000-0001-5956-1935"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Dinghua Ou","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China"],"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100677578","display_name":"Xiaobo Wu","orcid":"https://orcid.org/0000-0002-1313-9154"},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Xiaobo Wu","raw_affiliation_strings":["College of Resources, Sichuan Agricultural University, Chengdu 611130, China"],"affiliations":[{"raw_affiliation_string":"College of Resources, Sichuan Agricultural University, Chengdu 611130, China","institution_ids":["https://openalex.org/I37574244"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5087437830","display_name":"Mantao Wang","orcid":null},"institutions":[{"id":"https://openalex.org/I37574244","display_name":"Sichuan Agricultural University","ror":"https://ror.org/0388c3403","country_code":"CN","type":"education","lineage":["https://openalex.org/I37574244"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Mantao Wang","raw_affiliation_strings":["College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China"],"affiliations":[{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya\u2019an 625000, China","institution_ids":["https://openalex.org/I37574244"]},{"raw_affiliation_string":"College of Information Engineering, Sichuan Agricultural University, Ya'an 625000, China","institution_ids":["https://openalex.org/I37574244"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":6,"corresponding_author_ids":["https://openalex.org/A5087437830"],"corresponding_institution_ids":["https://openalex.org/I37574244"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":2.0819,"has_fulltext":false,"cited_by_count":15,"citation_normalized_percentile":{"value":0.89024998,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":97,"max":99},"biblio":{"volume":"14","issue":"24","first_page":"6298","last_page":"6298"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9911999702453613,"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/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.9911999702453613,"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"}},{"id":"https://openalex.org/T10689","display_name":"Remote-Sensing Image Classification","score":0.9799000024795532,"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/T10616","display_name":"Smart Agriculture and AI","score":0.9613000154495239,"subfield":{"id":"https://openalex.org/subfields/1110","display_name":"Plant Science"},"field":{"id":"https://openalex.org/fields/11","display_name":"Agricultural and Biological Sciences"},"domain":{"id":"https://openalex.org/domains/1","display_name":"Life Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.8354257345199585},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.634388267993927},{"id":"https://openalex.org/keywords/domain","display_name":"Domain (mathematical analysis)","score":0.5136703848838806},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.47453558444976807},{"id":"https://openalex.org/keywords/domain-adaptation","display_name":"Domain adaptation","score":0.41685137152671814},{"id":"https://openalex.org/keywords/machine-learning","display_name":"Machine learning","score":0.40823760628700256},{"id":"https://openalex.org/keywords/data-mining","display_name":"Data mining","score":0.3628038763999939},{"id":"https://openalex.org/keywords/classifier","display_name":"Classifier (UML)","score":0.27887529134750366},{"id":"https://openalex.org/keywords/mathematics","display_name":"Mathematics","score":0.08234062790870667}],"concepts":[{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.8354257345199585},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.634388267993927},{"id":"https://openalex.org/C36503486","wikidata":"https://www.wikidata.org/wiki/Q11235244","display_name":"Domain (mathematical analysis)","level":2,"score":0.5136703848838806},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.47453558444976807},{"id":"https://openalex.org/C2776434776","wikidata":"https://www.wikidata.org/wiki/Q19246213","display_name":"Domain adaptation","level":3,"score":0.41685137152671814},{"id":"https://openalex.org/C119857082","wikidata":"https://www.wikidata.org/wiki/Q2539","display_name":"Machine learning","level":1,"score":0.40823760628700256},{"id":"https://openalex.org/C124101348","wikidata":"https://www.wikidata.org/wiki/Q172491","display_name":"Data mining","level":1,"score":0.3628038763999939},{"id":"https://openalex.org/C95623464","wikidata":"https://www.wikidata.org/wiki/Q1096149","display_name":"Classifier (UML)","level":2,"score":0.27887529134750366},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.08234062790870667},{"id":"https://openalex.org/C134306372","wikidata":"https://www.wikidata.org/wiki/Q7754","display_name":"Mathematical analysis","level":1,"score":0.0}],"mesh":[],"locations_count":3,"locations":[{"id":"doi:10.3390/rs14246298","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246298","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6298/pdf?version=1671325883","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},{"id":"pmh:oai:doaj.org/article:fe8b4b6cad7744198ea0b779c756bf79","is_oa":true,"landing_page_url":"https://doaj.org/article/fe8b4b6cad7744198ea0b779c756bf79","pdf_url":null,"source":{"id":"https://openalex.org/S112646816","display_name":"SHILAP Revista de lepidopterolog\u00eda","issn_l":"0300-5267","issn":["0300-5267","2340-4078"],"is_oa":true,"is_in_doaj":true,"is_core":false,"host_organization":null,"host_organization_name":null,"host_organization_lineage":[],"host_organization_lineage_names":[],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing, Vol 14, Iss 24, p 6298 (2022)","raw_type":"article"},{"id":"pmh:oai:mdpi.com:/2072-4292/14/24/6298/","is_oa":true,"landing_page_url":"https://dx.doi.org/10.3390/rs14246298","pdf_url":null,"source":{"id":"https://openalex.org/S4306400947","display_name":"MDPI (MDPI AG)","issn_l":null,"issn":null,"is_oa":true,"is_in_doaj":false,"is_core":false,"host_organization":"https://openalex.org/I4210097602","host_organization_name":"Multidisciplinary Digital Publishing Institute (Switzerland)","host_organization_lineage":["https://openalex.org/I4210097602"],"host_organization_lineage_names":[],"type":"repository"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"Remote Sensing; Volume 14; Issue 24; Pages: 6298","raw_type":"Text"}],"best_oa_location":{"id":"doi:10.3390/rs14246298","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs14246298","pdf_url":"https://www.mdpi.com/2072-4292/14/24/6298/pdf?version=1671325883","source":{"id":"https://openalex.org/S43295729","display_name":"Remote Sensing","issn_l":"2072-4292","issn":["2072-4292"],"is_oa":true,"is_in_doaj":true,"is_core":true,"host_organization":"https://openalex.org/P4310310987","host_organization_name":"Multidisciplinary Digital Publishing Institute","host_organization_lineage":["https://openalex.org/P4310310987"],"host_organization_lineage_names":["Multidisciplinary Digital Publishing Institute"],"type":"journal"},"license":"cc-by","license_id":"https://openalex.org/licenses/cc-by","version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Remote Sensing","raw_type":"journal-article"},"sustainable_development_goals":[{"id":"https://metadata.un.org/sdg/2","display_name":"Zero hunger","score":0.8399999737739563}],"awards":[{"id":"https://openalex.org/G7654848442","display_name":null,"funder_award_id":"2022NSFSC0172","funder_id":"https://openalex.org/F4320322922","funder_display_name":"Department of Science and Technology of Sichuan Province"}],"funders":[{"id":"https://openalex.org/F4320322922","display_name":"Department of Science and Technology of Sichuan Province","ror":"https://ror.org/04323m874"}],"has_content":{"grobid_xml":true,"pdf":true},"content_urls":{"pdf":"https://content.openalex.org/works/W4311350556.pdf","grobid_xml":"https://content.openalex.org/works/W4311350556.grobid-xml"},"referenced_works_count":48,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W1978331315","https://openalex.org/W2008085934","https://openalex.org/W2064447488","https://openalex.org/W2088941391","https://openalex.org/W2115403315","https://openalex.org/W2118899651","https://openalex.org/W2137855675","https://openalex.org/W2167594433","https://openalex.org/W2194775991","https://openalex.org/W2340897893","https://openalex.org/W2412782625","https://openalex.org/W2560023338","https://openalex.org/W2565639579","https://openalex.org/W2757637497","https://openalex.org/W2770645414","https://openalex.org/W2804199516","https://openalex.org/W2963073217","https://openalex.org/W2963107255","https://openalex.org/W2963881378","https://openalex.org/W2972285644","https://openalex.org/W2983376237","https://openalex.org/W2989738275","https://openalex.org/W2991488782","https://openalex.org/W3011248632","https://openalex.org/W3021074965","https://openalex.org/W3033496625","https://openalex.org/W3034562924","https://openalex.org/W3047725879","https://openalex.org/W3081260473","https://openalex.org/W3090775239","https://openalex.org/W3117812033","https://openalex.org/W3134978925","https://openalex.org/W3136113499","https://openalex.org/W3138516171","https://openalex.org/W3151190015","https://openalex.org/W3189133113","https://openalex.org/W3195722174","https://openalex.org/W3195858154","https://openalex.org/W3206517195","https://openalex.org/W3207467393","https://openalex.org/W4225282899","https://openalex.org/W4229370562","https://openalex.org/W4296363035","https://openalex.org/W6800493541","https://openalex.org/W6800882267","https://openalex.org/W6802976268"],"related_works":["https://openalex.org/W4389474468","https://openalex.org/W4300172004","https://openalex.org/W2955455867","https://openalex.org/W4321649381","https://openalex.org/W3180787869","https://openalex.org/W2997645659","https://openalex.org/W3203792196","https://openalex.org/W4295929828","https://openalex.org/W3156096827","https://openalex.org/W4287890001"],"abstract_inverted_index":{"Agricultural":[0],"land":[1,100,233],"extraction":[2,234],"is":[3,27,40,60,163,191],"an":[4,76,180],"essential":[5],"technical":[6],"means":[7],"to":[8,34,41,51,64,82,87,124,168,183,245],"promote":[9],"sustainable":[10],"agricultural":[11,99,232],"development":[12],"and":[13,30,94,110,135,199,227,242],"modernization":[14],"research.":[15],"Existing":[16],"supervised":[17],"algorithms":[18],"rely":[19],"on":[20,45,219],"many":[21],"finely":[22],"annotated":[23,47],"remote-sensing":[24],"images,":[25],"which":[26],"both":[28],"time-consuming":[29],"expensive.":[31],"One":[32],"way":[33],"reduce":[35,125,213],"the":[36,65,68,89,92,114,126,130,136,150,153,157,166,185,209,214,220,237],"annotation":[37],"cost":[38],"approach":[39,104,182],"migrate":[42],"models":[43],"trained":[44],"existing":[46],"data":[48,53],"(source":[49],"domain)":[50],"unannotated":[52],"(target":[54],"domain).":[55],"However,":[56],"model":[57],"generalization":[58],"capability":[59],"often":[61],"unsatisfactory":[62],"due":[63],"limit":[66],"of":[67,106,152,239],"domain":[69,79,132,138,190,248],"gap.":[70,216],"In":[71,113,155],"this":[72],"work,":[73],"we":[74,117,178,212],"use":[75,118,179],"unsupervised":[77,98,231,247],"adversarial":[78,121],"adaptation":[80,249],"method":[81,241],"train":[83],"a":[84,119],"neural":[85],"network":[86,122],"close":[88],"gap":[90,128],"between":[91,129,208],"source":[93,131],"target":[95,137,186,189],"domains":[96],"for":[97],"extraction.":[101],"The":[102,141,188],"overall":[103],"consists":[105],"two":[107,194,210],"phases:":[108],"inter-domain":[109,115,127],"intra-domain":[111,215],"adaptation.":[112],"adaptation,":[116],"generative":[120],"(GAN)":[123],"(labeled":[133],"dataset)":[134],"(unlabeled":[139],"dataset).":[140],"transformer":[142],"with":[143,173],"robust":[144],"long-range":[145],"dependency":[146],"modeling":[147],"acts":[148],"as":[149],"backbone":[151],"generator.":[154],"addition,":[156],"multi-scale":[158],"feature":[159],"fusion":[160],"(MSFF)":[161],"module":[162],"designed":[164],"in":[165],"generator":[167],"accommodate":[169],"remote":[170],"sensing":[171],"datasets":[172],"different":[174],"spatial":[175],"resolutions.":[176],"Further,":[177],"entropy-based":[181],"divide":[184],"domain.":[187],"divided":[192],"into":[193],"subdomains,":[195,211],"easy":[196],"split":[197,201],"images":[198],"hard":[200],"images.":[202],"By":[203],"training":[204],"against":[205],"each":[206],"other":[207,246],"Experiments":[217],"results":[218],"\u201cDeepGlobe":[221,228],"\u2192":[222,225,229],"LoveDA\u201d,":[223],"\u201cGID":[224],"LoveDA\u201d":[226],"GID\u201d":[230],"tasks":[235],"demonstrate":[236],"effectiveness":[238],"our":[240],"its":[243],"superiority":[244],"techniques.":[250]},"counts_by_year":[{"year":2025,"cited_by_count":7},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":4}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
