{"id":"https://openalex.org/W4400764513","doi":"https://doi.org/10.3390/rs16142637","title":"Utilizing Dual-Stream Encoding and Transformer for Boundary-Aware Agricultural Parcel Extraction in Remote Sensing Images","display_name":"Utilizing Dual-Stream Encoding and Transformer for Boundary-Aware Agricultural Parcel Extraction in Remote Sensing Images","publication_year":2024,"publication_date":"2024-07-18","ids":{"openalex":"https://openalex.org/W4400764513","doi":"https://doi.org/10.3390/rs16142637"},"language":"en","primary_location":{"id":"doi:10.3390/rs16142637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16142637","pdf_url":null,"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://doi.org/10.3390/rs16142637","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5101219225","display_name":"Weiming Xu","orcid":"https://orcid.org/0009-0002-0002-9391"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":true,"raw_author_name":"Weiming Xu","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100347425","display_name":"Juan Wang","orcid":"https://orcid.org/0000-0002-1019-8482"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Juan Wang","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5100688643","display_name":"Chengjun Wang","orcid":"https://orcid.org/0000-0001-8546-9120"},"institutions":[{"id":"https://openalex.org/I4610292","display_name":"Xiangtan University","ror":"https://ror.org/00xsfaz62","country_code":"CN","type":"education","lineage":["https://openalex.org/I4610292"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Chengjun Wang","raw_affiliation_strings":["School of Computer Science & School of Cyberspace Science, Xiangtan University, Xiangtan 411110, China"],"affiliations":[{"raw_affiliation_string":"School of Computer Science & School of Cyberspace Science, Xiangtan University, Xiangtan 411110, China","institution_ids":["https://openalex.org/I4610292"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5011878396","display_name":"Ziwei Li","orcid":"https://orcid.org/0009-0002-8540-8728"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Ziwei Li","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5073871489","display_name":"Jianchang Zhang","orcid":null},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Jianchang Zhang","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5102931860","display_name":"Hua Su","orcid":"https://orcid.org/0000-0003-0280-3926"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Hua Su","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5101748387","display_name":"Sheng Wu","orcid":"https://orcid.org/0000-0001-7381-1937"},"institutions":[{"id":"https://openalex.org/I80947539","display_name":"Fuzhou University","ror":"https://ror.org/011xvna82","country_code":"CN","type":"education","lineage":["https://openalex.org/I80947539"]}],"countries":["CN"],"is_corresponding":false,"raw_author_name":"Sheng Wu","raw_affiliation_strings":["Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China"],"affiliations":[{"raw_affiliation_string":"Key Laboratory of Spatial Data Mining and Information Sharing of Ministry of Education, National Engineering Research Center of Geospatial Information Technology, The Digital Economy Alliance of Fujian, The Academy of Digital China (Fujian), Fuzhou University, Fuzhou 350108, China","institution_ids":["https://openalex.org/I80947539"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":7,"corresponding_author_ids":["https://openalex.org/A5101219225"],"corresponding_institution_ids":["https://openalex.org/I80947539"],"apc_list":{"value":2500,"currency":"CHF","value_usd":2707},"apc_paid":{"value":2500,"currency":"CHF","value_usd":2707},"fwci":1.48,"has_fulltext":false,"cited_by_count":4,"citation_normalized_percentile":{"value":0.7960617,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":96,"max":98},"biblio":{"volume":"16","issue":"14","first_page":"2637","last_page":"2637"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T13890","display_name":"Remote Sensing and Land Use","score":0.9606999754905701,"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":0.9606999754905701,"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"}},{"id":"https://openalex.org/T11164","display_name":"Remote Sensing and LiDAR Applications","score":0.9595000147819519,"subfield":{"id":"https://openalex.org/subfields/2305","display_name":"Environmental Engineering"},"field":{"id":"https://openalex.org/fields/23","display_name":"Environmental Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/dual","display_name":"Dual (grammatical number)","score":0.535811722278595},{"id":"https://openalex.org/keywords/transformer","display_name":"Transformer","score":0.5301029682159424},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.49805617332458496},{"id":"https://openalex.org/keywords/remote-sensing","display_name":"Remote sensing","score":0.4533863961696625},{"id":"https://openalex.org/keywords/extraction","display_name":"Extraction (chemistry)","score":0.4330238103866577},{"id":"https://openalex.org/keywords/geography","display_name":"Geography","score":0.15576130151748657},{"id":"https://openalex.org/keywords/electrical-engineering","display_name":"Electrical engineering","score":0.08971762657165527},{"id":"https://openalex.org/keywords/engineering","display_name":"Engineering","score":0.05525392293930054},{"id":"https://openalex.org/keywords/voltage","display_name":"Voltage","score":0.050922006368637085}],"concepts":[{"id":"https://openalex.org/C2780980858","wikidata":"https://www.wikidata.org/wiki/Q110022","display_name":"Dual (grammatical number)","level":2,"score":0.535811722278595},{"id":"https://openalex.org/C66322947","wikidata":"https://www.wikidata.org/wiki/Q11658","display_name":"Transformer","level":3,"score":0.5301029682159424},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.49805617332458496},{"id":"https://openalex.org/C62649853","wikidata":"https://www.wikidata.org/wiki/Q199687","display_name":"Remote sensing","level":1,"score":0.4533863961696625},{"id":"https://openalex.org/C4725764","wikidata":"https://www.wikidata.org/wiki/Q844704","display_name":"Extraction (chemistry)","level":2,"score":0.4330238103866577},{"id":"https://openalex.org/C205649164","wikidata":"https://www.wikidata.org/wiki/Q1071","display_name":"Geography","level":0,"score":0.15576130151748657},{"id":"https://openalex.org/C119599485","wikidata":"https://www.wikidata.org/wiki/Q43035","display_name":"Electrical engineering","level":1,"score":0.08971762657165527},{"id":"https://openalex.org/C127413603","wikidata":"https://www.wikidata.org/wiki/Q11023","display_name":"Engineering","level":0,"score":0.05525392293930054},{"id":"https://openalex.org/C165801399","wikidata":"https://www.wikidata.org/wiki/Q25428","display_name":"Voltage","level":2,"score":0.050922006368637085},{"id":"https://openalex.org/C185592680","wikidata":"https://www.wikidata.org/wiki/Q2329","display_name":"Chemistry","level":0,"score":0.0},{"id":"https://openalex.org/C142362112","wikidata":"https://www.wikidata.org/wiki/Q735","display_name":"Art","level":0,"score":0.0},{"id":"https://openalex.org/C43617362","wikidata":"https://www.wikidata.org/wiki/Q170050","display_name":"Chromatography","level":1,"score":0.0},{"id":"https://openalex.org/C124952713","wikidata":"https://www.wikidata.org/wiki/Q8242","display_name":"Literature","level":1,"score":0.0}],"mesh":[],"locations_count":2,"locations":[{"id":"doi:10.3390/rs16142637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16142637","pdf_url":null,"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:4b0d7e3062be4263a496ea28b007abc2","is_oa":true,"landing_page_url":"https://doaj.org/article/4b0d7e3062be4263a496ea28b007abc2","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 16, Iss 14, p 2637 (2024)","raw_type":"article"}],"best_oa_location":{"id":"doi:10.3390/rs16142637","is_oa":true,"landing_page_url":"https://doi.org/10.3390/rs16142637","pdf_url":null,"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":[{"display_name":"Zero hunger","score":0.75,"id":"https://metadata.un.org/sdg/2"}],"awards":[{"id":"https://openalex.org/G2090562274","display_name":null,"funder_award_id":"41801324","funder_id":"https://openalex.org/F4320321001","funder_display_name":"National Natural Science Foundation of China"},{"id":"https://openalex.org/G2862953057","display_name":null,"funder_award_id":"41801324","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G3766087736","display_name":null,"funder_award_id":"2017Y0055","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"},{"id":"https://openalex.org/G6607742850","display_name":null,"funder_award_id":"2022H0009","funder_id":"https://openalex.org/F4320323190","funder_display_name":"Fujian Provincial Department of Science and Technology"}],"funders":[{"id":"https://openalex.org/F4320321001","display_name":"National Natural Science Foundation of China","ror":"https://ror.org/01h0zpd94"},{"id":"https://openalex.org/F4320323190","display_name":"Fujian Provincial Department of Science and Technology","ror":"https://ror.org/00rgzpv08"}],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":66,"referenced_works":["https://openalex.org/W1901129140","https://openalex.org/W1903029394","https://openalex.org/W2061240006","https://openalex.org/W2065429801","https://openalex.org/W2099184708","https://openalex.org/W2109754098","https://openalex.org/W2128098741","https://openalex.org/W2133228628","https://openalex.org/W2139126945","https://openalex.org/W2145023731","https://openalex.org/W2178470810","https://openalex.org/W2194775991","https://openalex.org/W2479224257","https://openalex.org/W2583659076","https://openalex.org/W2592712793","https://openalex.org/W2727536798","https://openalex.org/W2735833004","https://openalex.org/W2757637497","https://openalex.org/W2767953525","https://openalex.org/W2807297025","https://openalex.org/W2895615183","https://openalex.org/W2897702453","https://openalex.org/W2899101283","https://openalex.org/W2909926831","https://openalex.org/W2915254566","https://openalex.org/W2964309882","https://openalex.org/W2986456964","https://openalex.org/W3016108567","https://openalex.org/W3016256692","https://openalex.org/W3022397457","https://openalex.org/W3025172026","https://openalex.org/W3025800305","https://openalex.org/W3033496625","https://openalex.org/W3083068801","https://openalex.org/W3084666508","https://openalex.org/W3087810633","https://openalex.org/W3111036395","https://openalex.org/W3118496544","https://openalex.org/W3123392265","https://openalex.org/W3136113499","https://openalex.org/W3139711038","https://openalex.org/W3170841864","https://openalex.org/W3176330035","https://openalex.org/W3180799764","https://openalex.org/W3202923600","https://openalex.org/W3211146446","https://openalex.org/W3211329537","https://openalex.org/W4224269597","https://openalex.org/W4226013274","https://openalex.org/W4226289601","https://openalex.org/W4241071816","https://openalex.org/W4281951604","https://openalex.org/W4283516168","https://openalex.org/W4283586729","https://openalex.org/W4283743888","https://openalex.org/W4306771920","https://openalex.org/W4362519158","https://openalex.org/W4372204177","https://openalex.org/W4378084633","https://openalex.org/W4393201486","https://openalex.org/W6739901393","https://openalex.org/W6797500923","https://openalex.org/W6811007671","https://openalex.org/W6811322955","https://openalex.org/W6839153179","https://openalex.org/W6839743633"],"related_works":["https://openalex.org/W4391375266","https://openalex.org/W2748952813","https://openalex.org/W2390279801","https://openalex.org/W2358668433","https://openalex.org/W4396701345","https://openalex.org/W2376932109","https://openalex.org/W2001405890","https://openalex.org/W4396696052","https://openalex.org/W2382290278","https://openalex.org/W4395014643"],"abstract_inverted_index":{"The":[0,85],"accurate":[1,148],"extraction":[2,162],"of":[3,70],"agricultural":[4,14,39,144,160,184],"parcels":[5],"from":[6],"remote":[7],"sensing":[8],"images":[9],"is":[10,129],"crucial":[11],"for":[12],"advanced":[13],"management":[15],"and":[16,41,73,82,105,147,166,171],"monitoring":[17],"systems.":[18],"Existing":[19],"methods":[20],"primarily":[21],"emphasize":[22],"regional":[23],"accuracy":[24],"over":[25],"boundary":[26,83,149],"quality,":[27],"often":[28],"resulting":[29],"in":[30,91,143,163,183],"fragmented":[31],"outputs":[32],"due":[33],"to":[34,78,101,117,139],"uniform":[35],"crop":[36],"types,":[37],"diverse":[38],"practices,":[40],"environmental":[42],"variations.":[43],"To":[44,151],"address":[45],"these":[46],"issues,":[47],"this":[48],"paper":[49],"proposes":[50],"DSTBA-Net,":[51],"an":[52],"end-to-end":[53],"encoder\u2013decoder":[54],"architecture.":[55],"Initially,":[56],"we":[57,111,156],"introduce":[58],"a":[59,132],"Dual-Stream":[60],"Feature":[61,75,94,113],"Extraction":[62],"(DSFE)":[63],"mechanism":[64],"within":[65],"the":[66,92,109,123,127,153],"encoder,":[67],"which":[68],"consists":[69],"Residual":[71],"Blocks":[72],"Boundary":[74],"Guidance":[76],"(BFG)":[77],"separately":[79],"process":[80],"image":[81],"data.":[84],"extracted":[86],"features":[87],"are":[88],"then":[89],"fused":[90],"Global":[93],"Fusion":[95],"Module":[96],"(GFFM),":[97],"utilizing":[98],"Transformer":[99],"technology":[100],"further":[102],"integrate":[103],"global":[104],"detailed":[106],"information.":[107],"In":[108],"decoder,":[110],"employ":[112],"Compensation":[114],"Recovery":[115],"(FCR)":[116],"restore":[118],"critical":[119],"information":[120],"lost":[121],"during":[122],"encoding":[124],"process.":[125],"Additionally,":[126],"network":[128],"optimized":[130],"using":[131],"boundary-aware":[133],"weighted":[134],"loss":[135],"strategy.":[136],"DSTBA-Net":[137,176],"aims":[138],"achieve":[140],"high":[141],"precision":[142],"parcel":[145,161,185],"segmentation":[146],"extraction.":[150,186],"evaluate":[152],"model\u2019s":[154],"effectiveness,":[155],"conducted":[157],"experiments":[158],"on":[159],"Denmark":[164],"(Europe)":[165],"Shandong":[167],"(Asia).":[168],"Both":[169],"quantitative":[170],"qualitative":[172],"analyses":[173],"show":[174],"that":[175],"outperforms":[177],"comparative":[178],"methods,":[179],"offering":[180],"significant":[181],"advantages":[182]},"counts_by_year":[{"year":2026,"cited_by_count":1},{"year":2025,"cited_by_count":3}],"updated_date":"2026-04-09T08:11:56.329763","created_date":"2025-10-10T00:00:00"}
